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</div> <div class='descriptionwrapper'> <p class='description'><span>Computer history, restoring vintage computers, IC reverse engineering, and whatever</span></p> </div> </div> </div></div> </div> </div> <div class='header-cap-bottom cap-bottom'> <div class='cap-left'></div> <div class='cap-right'></div> </div> </div> </header> <div class='tabs-outer'> <div class='tabs-cap-top cap-top'> <div class='cap-left'></div> <div class='cap-right'></div> </div> <div class='fauxborder-left tabs-fauxborder-left'> <div class='fauxborder-right tabs-fauxborder-right'></div> <div class='region-inner tabs-inner'> <div class='tabs no-items section' id='crosscol'></div> <div class='tabs no-items section' id='crosscol-overflow'></div> </div> </div> <div class='tabs-cap-bottom cap-bottom'> <div class='cap-left'></div> <div class='cap-right'></div> </div> </div> <div class='main-outer'> <div class='main-cap-top cap-top'> <div class='cap-left'></div> <div class='cap-right'></div> </div> <div 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class='cap-right'></div> </div> <div class='fauxborder-left'> <div class='fauxborder-right'></div> <div class='fauxcolumn-inner'> </div> </div> <div class='cap-bottom'> <div class='cap-left'></div> <div class='cap-right'></div> </div> </div>  <div class='columns-inner'> <div class='column-center-outer'> <div class='column-center-inner'> <div class='main section' id='main'><div class='widget Blog' data-version='1' id='Blog1'> <div class='blog-posts hfeed'> <div class="date-outer"> <div class="date-posts"> <div class='post-outer'> <div class='post hentry' itemprop='blogPost' itemscope='itemscope' itemtype='http://schema.org/BlogPosting'> <meta content='https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqpYLgItsIz1WzsOdTyhZ7f8G9El3oQ2fu6IflPRiysFdSWMyXRMsMe0Q-7qXX1kXFxGXi-030QNoWBcv7sk1PYQwnYtgvwlfUWateNrnsV9SlEtOtJp34W29m_2x7VbhwBwPMmjIvuPCV/w300/i3101.jpg' itemprop='image_url'/> <meta content='6264947694886887540' itemprop='blogId'/> <meta content='9063851703282009724' itemprop='postId'/> <a name='9063851703282009724'></a> <h3 class='post-title entry-title' itemprop='name'> <a href='http://www.righto.com/2017/07/inside-intels-first-product-3101-ram.html'>Inside Intel's first product: the 3101 RAM chip held just 64 bits</a> </h3> <div class='post-header'> <div class='post-header-line-1'></div> </div> <div class='post-body entry-content' id='post-body-9063851703282009724' itemprop='description articleBody'> Intel's first product was not a processor, but a memory chip: the 3101<span id="fnref:name"><a class="ref" href="#fn:name" rel="footnote">1</a></span> RAM chip, released in April 1969. This chip held just 64 bits of data (equivalent to 8 letters or 16 digits) and had the steep price tag of $99.50.<span id="fnref:cost"><a class="ref" href="#fn:cost" rel="footnote">2</a></span> The chip's capacity was way too small to replace core memory, the dominant storage technology at the time, which stored bits in tiny magnetized ferrite cores. However, the 3101 performed at high speed due to its special <a href="https://en.wikipedia.org/wiki/Schottky_transistor">Schottky transistors</a>, making it useful in minicomputers where CPU registers required fast storage. The overthrow of core memory would require a different technology—MOS DRAM chips—and the 3101 remained in use in the 1980s.<span id="fnref:first"><a class="ref" href="#fn:first" rel="footnote">3</a></span></p> <p>This article looks inside the 3101 chip and explains how it works. I received two 3101 chips from Evan Wasserman and used a microscope to take photos of the tiny silicon die inside.<span id="fnref:size"><a class="ref" href="#fn:size" rel="footnote">4</a></span> Around the outside of the die, sixteen black bond wires connect pads on the die to the chip's external pins. The die itself consists of silicon circuitry connected by a metal layer on top, which appears golden in the photo. The thick metal lines through the middle of the chip power the chip. The silicon circuitry has a grayish-purple color, but it largely covered by the metal layer. Most of the chip contains a repeated pattern: this is the 16x4 array of storage cells. In the upper left corner of the chip, the digits "3101" in metal identify the chip, but "Intel" is not to be found.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqpYLgItsIz1WzsOdTyhZ7f8G9El3oQ2fu6IflPRiysFdSWMyXRMsMe0Q-7qXX1kXFxGXi-030QNoWBcv7sk1PYQwnYtgvwlfUWateNrnsV9SlEtOtJp34W29m_2x7VbhwBwPMmjIvuPCV/w9999/i3101.jpg"><img alt="Die photo of the Intel 3101 64-bit RAM chip. Click for a larger image." class="hilite" height="450" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqpYLgItsIz1WzsOdTyhZ7f8G9El3oQ2fu6IflPRiysFdSWMyXRMsMe0Q-7qXX1kXFxGXi-030QNoWBcv7sk1PYQwnYtgvwlfUWateNrnsV9SlEtOtJp34W29m_2x7VbhwBwPMmjIvuPCV/w300/i3101.jpg" title="Die photo of the Intel 3101 64-bit RAM chip. Click for a larger image." width="300" /></a><div class="cite">Die photo of the Intel 3101 64-bit RAM chip. Click for a larger image.</div></p> <h2>Overview of the chip</h2> <p>The 3101 chip is controlled through its 16 external pins. To select one of the chip's 16 words of memory, the address in binary is fed into the chip through the four address pins (A0 to A3). Memory is written by providing the 4-bit value on the data input pins (D1 to D4). Four data output pins (<span style="text-decoration:overline">O1</span> to <span style="text-decoration:overline">O4</span>) are used to read memory; these pins are inverted as indicated by the overbar. The chip has two control inputs. The chip select pin (<span style="text-decoration:overline">CS</span>) enables or disables the chip. The write enable pin (<span style="text-decoration:overline">WE</span>) selects between reading or writing the memory. The chip is powered with 5 volts across the Vcc and ground pins.</p> <p>The diagram below shows how the key components of the 3101 are arranged on the die. The RAM storage cells are arranged as 16 rows of 4 bits. Each row stores a word, with bits D1 and D2 on the left and D3 and D4 on the right. The address decode logic in the middle selects which row of storage is active, based on the address signals coming from the address drivers at the top. At the bottom, the read/write drivers provide the interface between the storage cells and the data in and out pins.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZhVLAtR631k2e9YYe7-P2mgJgyMematrZIOvagLP_7SlH3Zo57yhNiT8d6YBkpltr9dck8tG5f0_7C9Bj7XL22SjV7hZBuuo-TEBVQJq1CXOqwwK-AR8870vPUwN7NQtF8f564B5uEUGS/w9999/chip-labeled.png"><img alt="Block diagram of the 3101 RAM chip." class="hilite" height="534" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZhVLAtR631k2e9YYe7-P2mgJgyMematrZIOvagLP_7SlH3Zo57yhNiT8d6YBkpltr9dck8tG5f0_7C9Bj7XL22SjV7hZBuuo-TEBVQJq1CXOqwwK-AR8870vPUwN7NQtF8f564B5uEUGS/w400/chip-labeled.png" title="Block diagram of the 3101 RAM chip." width="400" /></a><div class="cite">Block diagram of the 3101 RAM chip.</div></p> <h3>Transistors</h3> <p>Transistors are the key components in a chip. The 3101 uses NPN bipolar transistors, different from the MOS transistors used in modern memory chips. The diagram below shows one of the transistors in the 3101 as it appears on the die. The slightly different tints in the silicon indicate regions that have been doped to form N and P type silicon with different semiconductor properties. The cross-section diagram illustrates the internal structure of the transistor. On top (black) are the metal contacts for the collector (C), emitter (E), and base (B). Underneath, the silicon has been doped to form the N and P regions that make up the transistor.</p> <p>A key innovation of the 3101 was using Schottky transistors (<a href="http://www.computerhistory.org/siliconengine/schottky-barrier-diode-doubles-the-speed-of-ttl-memory-logic/">details</a>), which made the 3101 almost twice as fast as other memory chips.<span id="fnref:ls"><a class="ref" href="#fn:ls" rel="footnote">5</a></span> In the cross section, note that the base's metal contact touches both the P and N regions. You might think this shorts the two regions together, but instead a Schottky diode is formed where the metal contacts the N layer.<span id="fnref:schottky"><a class="ref" href="#fn:schottky" rel="footnote">6</a></span></p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHZTlhUhV4VPiC05Y16GXq4nHIuXqN39N3MhpVnPmqTTFgFsVkaAyMKppeHAGwVgBtCrahbfD1lZSg8rCDfGWIA9cwGxHg96XZdVoiGztn7KjwcxH8fxWdLFpmeaXsn4QFiNsuezPgcXbA/w9999/transistor-structure-npn.png"><img alt="The structure of an NPN Schottky transistor inside the Intel 3101 chip." class="hilite" height="308" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHZTlhUhV4VPiC05Y16GXq4nHIuXqN39N3MhpVnPmqTTFgFsVkaAyMKppeHAGwVgBtCrahbfD1lZSg8rCDfGWIA9cwGxHg96XZdVoiGztn7KjwcxH8fxWdLFpmeaXsn4QFiNsuezPgcXbA/w400/transistor-structure-npn.png" title="The structure of an NPN Schottky transistor inside the Intel 3101 chip." width="400" /></a><div class="cite">The structure of an NPN Schottky transistor inside the Intel 3101 chip.</div></p> <p>The 3101 also used many multiple-emitter transistors. While a multiple-emitter transistors may seem strange, they are common in bipolar integrated circuits, especially TTL logic chips. A multiple-emitter transistor simply has several emitter regions embedded in the base region. The die photo below shows one of these transistors with the collector on the left, followed by the base and two emitters.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgptqcYVRkfEtUtC8QvyPWOpZZzN2SJrptWhAqgZ1CZv4p9e2cTd2QV2a19GBtbMdalbHRalXLYN9M4pD8pdmdveHsEEAnzyYWyd72gyOL2fQQ86B2Zsnv09QRI5bzroblPZNqv0qJt_K4S/w9999/multi-emitter.jpg"><img alt="A multiple-emitter transistor from the Intel 3101 chip." class="hilite" height="102" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgptqcYVRkfEtUtC8QvyPWOpZZzN2SJrptWhAqgZ1CZv4p9e2cTd2QV2a19GBtbMdalbHRalXLYN9M4pD8pdmdveHsEEAnzyYWyd72gyOL2fQQ86B2Zsnv09QRI5bzroblPZNqv0qJt_K4S/w250/multi-emitter.jpg" title="A multiple-emitter transistor from the Intel 3101 chip." width="250" /></a><div class="cite">A multiple-emitter transistor from the Intel 3101 chip.</div></p> <p>Driving the data output pins requires larger, high-current transistors. The image below shows one of these transistors. The central rectangle is the base, surrounded by the C-shaped emitter in the middle and the large collector on the outside. Eight of these high-current transistors are also used to drive the internal address select lines.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfnYxLEI4aI0ezJp6qJ0vSpjwZ8H7paHTf_3BSNVLUhsbjXQ1eLiFD3kFVTkHxlzjz_47F6_U6Rh-vXSWWb2QuR41TZrNqBaL4lzdw4SQu_Ra2PYE5fmvxqQeSE_QyJBexWC4yePQF8QV2/w9999/big-transistor.jpg"><img alt="For the high-current output, the Intel 3101 chip uses larger transistors." class="hilite" height="182" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfnYxLEI4aI0ezJp6qJ0vSpjwZ8H7paHTf_3BSNVLUhsbjXQ1eLiFD3kFVTkHxlzjz_47F6_U6Rh-vXSWWb2QuR41TZrNqBaL4lzdw4SQu_Ra2PYE5fmvxqQeSE_QyJBexWC4yePQF8QV2/w250/big-transistor.jpg" title="For the high-current output, the Intel 3101 chip uses larger transistors." width="250" /></a><div class="cite">For the high-current output, the Intel 3101 chip uses larger transistors.</div></p> <h3>Diodes</h3> <p>While examining the 3101 chip, I was surprised by the large number of diodes on the chip. Eventually I figured out that the chip used DTL (<a href="https://en.wikipedia.org/wiki/Diode%E2%80%93transistor_logic">diode-transistor logic</a>) for most of its logic rather than TTL (transistor-transistor logic) that I was expecting. The diagram below shows one of the diodes on the chip. I believe the chip builds diodes using the standard technique of connecting an NPN transistor as a diode.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTVlSKyzqEGgprOQlzG3nKeDSJpfOaK35gSQwnFO-TW_lQGWuGwFFFzwuYZEnLl-xLgvUPzA4PtVMNF1eBpstC7JMkpSshDAJQ_uzFXJoZPxjbm8_J3CeXFef3X4YCaOoJ8uQlAY3B4RLv/w9999/diode.png"><img alt="Presumed structure of a diode inside the 3101 chip. I believe this is a regular diode, not a Schottky diode." class="hilite" height="288" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTVlSKyzqEGgprOQlzG3nKeDSJpfOaK35gSQwnFO-TW_lQGWuGwFFFzwuYZEnLl-xLgvUPzA4PtVMNF1eBpstC7JMkpSshDAJQ_uzFXJoZPxjbm8_J3CeXFef3X4YCaOoJ8uQlAY3B4RLv/w400/diode.png" title="Presumed structure of a diode inside the 3101 chip. I believe this is a regular diode, not a Schottky diode." width="400" /></a><div class="cite">Presumed structure of a diode inside the 3101 chip. I believe this is a regular diode, not a Schottky diode.</div></p> <h3>Resistors</h3> <p>The die photo below shows several resistors on the 3101 die. The long, narrow snaking regions of p-type silicon provide resistance. Resistors in integrated circuits are inconveniently large, but are heavily used in the 3101 for pull-up and pull-down resistors. At the right is a square resistor, which has low resistance because it is very wide.<span id="fnref:resistance"><a class="ref" href="#fn:resistance" rel="footnote">7</a></span> It is used to route a signal under the metal layer, rather than functioning a resistor per se.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi6SyUWFmobnLo9Rln6zDJqZSBZbgGSq9pRl-EKgwlTOwjHWUGaIX9WkZPO6zFTF9o9RIypKeBAx0fR10V8gcnixVfZ3rzWDXzjK9r156y8f0el69pgXQ0crB0TGNhZuL1kSHWGXdhRDT_q/w9999/resistors.png"><img alt="Resistors inside the 3101 chip." class="hilite" height="271" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi6SyUWFmobnLo9Rln6zDJqZSBZbgGSq9pRl-EKgwlTOwjHWUGaIX9WkZPO6zFTF9o9RIypKeBAx0fR10V8gcnixVfZ3rzWDXzjK9r156y8f0el69pgXQ0crB0TGNhZuL1kSHWGXdhRDT_q/w250/resistors.png" title="Resistors inside the 3101 chip." width="250" /></a><div class="cite">Resistors inside the 3101 chip.</div></p> <h2>The static RAM cell</h2> <p>Now that I've explained the individual components of the chip, I'll explain how the circuitry is wired together for storage. The diagram below shows the cell for one bit of storage with the circuit diagram overlaid. Each cell consists of two multi-emitter transistors (outlined in red) and two resistors (at the top). The horizontal and vertical wiring connects cells together. This circuit forms a static RAM cell, basically a latch that can be in one of two states, storing one data bit.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtIqIOvHo0DTTcFMbhrxsrdQi6XxRf7B9yEZVc0jpB4rz8YS3eGGh9iwX7xyDwAWbARNOfT9tfVgsYS9ioRTzCvkAxqxW1HBOv6wIhAd03sDcuKGsoWblQJoMNu0B0zvWJe7Af-y4ga2TN/w9999/cell-labeled.png"><img alt="The circuitry of one storage cell of the 3101 RAM chip. The two multiple-emitter transistors are outlined in red." class="hilite" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtIqIOvHo0DTTcFMbhrxsrdQi6XxRf7B9yEZVc0jpB4rz8YS3eGGh9iwX7xyDwAWbARNOfT9tfVgsYS9ioRTzCvkAxqxW1HBOv6wIhAd03sDcuKGsoWblQJoMNu0B0zvWJe7Af-y4ga2TN/w500/cell-labeled.png" title="The circuitry of one storage cell of the 3101 RAM chip. The two multiple-emitter transistors are outlined in red." width="500" /></a><div class="cite">The circuitry of one storage cell of the 3101 RAM chip. The two multiple-emitter transistors are outlined in red.</div></p> <p>Before explaining how this storage cell works, I'll explain a simpler latch circuit, below. This circuit has two transistors cross-connected so if one transistor is on, it forces the other off. In the diagram, the left transistor is on, which keeps the right transistor off, which keeps the left transistor on. Thus, the circuit will remain in this stable configuration. The opposite state—with the left transistor off and the right transistor on—is also stable. Thus, the latch has two stable configurations, allowing it to hold a 0 or a 1.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNQjsM2Y05WsmqEfigVLQ31FskwuGKVWuXrlLZMaf6Jagvif0_-wWzPHQSy_3bHoUbeLgrOrZxD0vrcPfW-ZXNtwhsioUf80zhoOf0vBcA8n3j1geiraeuqo7Q1FK1p7iH8zR3kpmtG-Sz/w9999/latch.png"><img alt="A simple latch circuit. The transistor on the left is on, forcing the transistor on the right off, forcing the transistor on the left off..." class="hilite" height="308" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNQjsM2Y05WsmqEfigVLQ31FskwuGKVWuXrlLZMaf6Jagvif0_-wWzPHQSy_3bHoUbeLgrOrZxD0vrcPfW-ZXNtwhsioUf80zhoOf0vBcA8n3j1geiraeuqo7Q1FK1p7iH8zR3kpmtG-Sz/w350/latch.png" title="A simple latch circuit. The transistor on the left is on, forcing the transistor on the right off, forcing the transistor on the left off..." width="350" /></a><div class="cite">A simple latch circuit. The transistor on the left is on, forcing the transistor on the right off, forcing the transistor on the left off...</div></p> <p>To make this circuit usable—so the bit can be read or modified—more complex transistors with two emitters are used. One emitter is used to select which cell to read or write, while the other emitter is used for the read or write data. This yields the schematic below, which matches the storage cell die photo diagram above.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEZKeqhT_Mj4ZJ1pCOXiGxQgPaBNwqLv-fvxss2tDKVNrNzYd9GLcojqC0R9Fa8BjyzAx2rQj8_gcDWKy4IExf36qAep8OBlVMMMIyYAixOVrd78_ysMLrUIMB023wz5Yf7jvkLXZnbL7D/w9999/latch2.png"><img alt="The RAM cell used in the Intel 3101 is based on multiple-emitter transistors. The row select lines are raised to read/write the row of cells. Each data line accesses a column of cells." class="hilite" height="216" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEZKeqhT_Mj4ZJ1pCOXiGxQgPaBNwqLv-fvxss2tDKVNrNzYd9GLcojqC0R9Fa8BjyzAx2rQj8_gcDWKy4IExf36qAep8OBlVMMMIyYAixOVrd78_ysMLrUIMB023wz5Yf7jvkLXZnbL7D/w250/latch2.png" title="The RAM cell used in the Intel 3101 is based on multiple-emitter transistors. The row select lines are raised to read/write the row of cells. Each data line accesses a column of cells." width="250" /></a><div class="cite">The RAM cell used in the Intel 3101 is based on multiple-emitter transistors. The row select lines are raised to read/write the row of cells. Each data line accesses a column of cells.</div></p> <p>Multiple storage cells are combined into a grid to form the memory memory. One word of memory consists of cells in the same row that share select lines. All the cells in a column store the same bit position; their data lines are tied together. (The bias line provides a voltage level to all cells in the memory.<span id="fnref:bias"><a class="ref" href="#fn:bias" rel="footnote">8</a></span>)</p> <p>Note that unlike the simplified cell, the circuit above doesn't have an explicit ground connection; to be powered, it requires a low input on either the select or data/bias lines. There are three cases of interest:</p> <ul> <li>Unselected: If the negative row select line is low, current flows out through the row select line. The data and bias lines are unaffected by this cell.</li> <li>Read: If the negative row select line is higher than the data and bias lines, current will flow out the data line if the left transistor is on, and out the bias line if the right transistor is on. Thus, the state of the cell can be read by examining the current on the data line.</li> <li>Write: If the negative row select line is higher and the data and bias lines have significantly different voltages, the transistor on the lower side will switch on, forcing the cell into a particular state. This allows a 0 or 1 to be written to the cell.</li> </ul> <p>Thus, by carefully manipulating the voltages on the select lines, data lines and the bias line, one row of memory can be read or written, while the other cells hold their current value without influencing the data line. The storage cell and the associated read/write circuitry are essentially analog circuits rather than digital since the select, data, and bias voltages must be carefully controlled voltages rather than logic levels.</p> <h2>The address decode logic</h2> <p>The address decode circuitry determines which row of memory cells is selected by the address lines.<span id="fnref:chipselect"><a class="ref" href="#fn:chipselect" rel="footnote">11</a></span> The interesting thing about this circuitry is that you can easily see how it works just by looking at the die photo. The address driver circuitry sends the four address signals along with their complements on eight metal traces through the chip. Each storage row has a four-emitter transistor. In each row you can see four black dots, which are the connections between emitters and address lines. A row will be selected if all the emitter inputs are high.<span id="fnref:selected"><a class="ref" href="#fn:selected" rel="footnote">9</a></span> A dot on an address line (e.g. A0) will "match" a 1, while a dot on the complemented address line (e.g. <span style="text-decoration:overline">A0</span>) will match a 0, so each row matches a unique four-bit address. In the die photo below, you can see the decoding logic counting down in binary for rows 15 down to 11;<span id="fnref:reversed"><a class="ref" href="#fn:reversed" rel="footnote">10</a></span> the remainder of the circuit follows the same pattern.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhF4AxKBO0VA0huBXvOwNZ-bV12DmuuI8BWNVntg4ab6gaL7rClGpQOGlLpYwGKZwhUOZTrJP6ERxU7P0sip50OC4UrsYtT2Z__d4-iSgueMRSjPt2KwufVgfFm4EmEqwazFiRH-EoGA6BM/w9999/address-decoding.png"><img alt="The address decode logic in the Intel 3101 RAM chip. Each row decodes matches four address lines to decode one of the 16 address combinations. You can see the value counting down in binary." class="hilite" height="365" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhF4AxKBO0VA0huBXvOwNZ-bV12DmuuI8BWNVntg4ab6gaL7rClGpQOGlLpYwGKZwhUOZTrJP6ERxU7P0sip50OC4UrsYtT2Z__d4-iSgueMRSjPt2KwufVgfFm4EmEqwazFiRH-EoGA6BM/w300/address-decoding.png" title="The address decode logic in the Intel 3101 RAM chip. Each row decodes matches four address lines to decode one of the 16 address combinations. You can see the value counting down in binary." width="300" /></a><div class="cite">The address decode logic in the Intel 3101 RAM chip. Each row decodes matches four address lines to decode one of the 16 address combinations. You can see the value counting down in binary.</div></p> <h2>Some systems that used the 3101</h2> <p>The 64-bit storage capacity of the 3101 was too small for a system's main memory, but the chip had a role in many minicomputers. For example, the Burroughs D Machine was a military computer (and the source of the chips I examined). It used core memory for its main storage, but a board full of 3101 chips provided high-speed storage for its microcode. The <a href="http://www.righto.com/2016/06/y-combinators-xerox-alto-restoring.html">Xerox Alto</a> used four 3101 chips to provide 16 high-speed registers for the CPU, while the main memory used slower DRAM chips. Interdata used 3101 chips in many of its 16- and 32-bit minicomputers up until the 1980s.<span id="fnref:interdata"><a class="ref" href="#fn:interdata" rel="footnote">12</a></span></p> <p>The 3101 was also used in smaller systems. The Diablo 8233 terminal used them as RAM.<span id="fnref:diablo"><a class="ref" href="#fn:diablo" rel="footnote">13</a></span> The Datapoint 2200 was a "programmable terminal" that held its processor stack in fast 3101 chips rather than the slow main memory which was built from <a href="http://www.righto.com/2014/12/inside-intel-1405-die-photos-of-shift.html">Intel 1405 shift registers</a>.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwQuUqn3LdgMyaFXWLtkKqrXCYEytMlOp2uTtjlsWRYSVv1VXWxqE4to1V_slMznN75WdB0jKjJYrkuuubm1Jk3AfXmZ1mHWgquREVkw_7c2oTJrUSr09Y-O-JyU6v0YWpHnY9gKt0B6PA/w9999/dp2200_cpu_board.jpg"><img alt="The CPU of the Datapoint 2200 computer was built from a board full of TTL chips. The four white chips in the lower center-right are Intel 3101 RAM chips holding the stack. Photo courtesy of Austin Roche (I think)." class="hilite" height="275" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwQuUqn3LdgMyaFXWLtkKqrXCYEytMlOp2uTtjlsWRYSVv1VXWxqE4to1V_slMznN75WdB0jKjJYrkuuubm1Jk3AfXmZ1mHWgquREVkw_7c2oTJrUSr09Y-O-JyU6v0YWpHnY9gKt0B6PA/w400/dp2200_cpu_board.jpg" title="The CPU of the Datapoint 2200 computer was built from a board full of TTL chips. The four white chips in the lower center-right are Intel 3101 RAM chips holding the stack. Photo courtesy of Austin Roche (I think)." width="400" /></a><div class="cite">The CPU of the Datapoint 2200 computer was built from a board full of TTL chips. The four white chips in the lower center-right are Intel 3101 RAM chips holding the stack. Photo courtesy of Austin Roche (I think).</div></p> <h2>How I created the die photos</h2> <p>To get the die photos, I started with two chips that I received thanks to Evan Wasserman and John Culver. The pins on the chips had been crushed in the mail, but this didn't affect the die photos. The chips had two different lot numbers that indicate they were manufactured a few months apart. Strangely, the metal lids on the chips were different sizes and the dies were slightly different. For more information, see the <a href="http://www.cpushack.com/2017/06/20/intels-first-the-3101-64-bit-bipolar-memory/">CPU Shack writeup of the 3101</a>.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNbeEIsTYHFL0UzMICTzC0apDg38dhzXeUkeKkOLX7H4AhDQHEElzHtHlC-55rLqSIyT5hUNiIA_9IA0AFXABJDGHBVPuXIkvfYurrU2V9m7QxsBFWVfVvaWjD_Q3rOunbcFLZ0gqVfoTC/w9999/chips.jpg"><img alt="Two 3101 RAM chips. The chip on the right was manufactured slightly later and has a larger lid over the die." class="hilite" height="229" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNbeEIsTYHFL0UzMICTzC0apDg38dhzXeUkeKkOLX7H4AhDQHEElzHtHlC-55rLqSIyT5hUNiIA_9IA0AFXABJDGHBVPuXIkvfYurrU2V9m7QxsBFWVfVvaWjD_Q3rOunbcFLZ0gqVfoTC/w300/chips.jpg" title="Two 3101 RAM chips. The chip on the right was manufactured slightly later and has a larger lid over the die." width="300" /></a><div class="cite">Two 3101 RAM chips. The chip on the right was manufactured slightly later and has a larger lid over the die.</div></p> <p>Popping the metal lid off the chips was easy—just a tap with a hammer and chisel. This revealed the die inside.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiauF7e8-K6AQEg8OKn6nVUq01n9LjlcJYRhxH47VQ8l_hLfb3ndJDOyLgkJN6MPVanrKp6sxK7iPF6uz9n5VxHJY_xiLEAG_M84B4zq2vuVJutAobNE4OAvx22I2akY_kQHiFmjSc5aX0m/w9999/chip-opened.jpg"><img alt="With the lid removed, you can see the die of the 3101 RAM chip and the bond wires connected to the die." class="hilite" height="225" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiauF7e8-K6AQEg8OKn6nVUq01n9LjlcJYRhxH47VQ8l_hLfb3ndJDOyLgkJN6MPVanrKp6sxK7iPF6uz9n5VxHJY_xiLEAG_M84B4zq2vuVJutAobNE4OAvx22I2akY_kQHiFmjSc5aX0m/w150/chip-opened.jpg" title="With the lid removed, you can see the die of the 3101 RAM chip and the bond wires connected to the die." width="150" /></a><div class="cite">With the lid removed, you can see the die of the 3101 RAM chip and the bond wires connected to the die.</div></p> <iframe style="margin-left:30px;float:right;width:120px;height:240px;" marginwidth="0" marginheight="0" scrolling="no" frameborder="0" src="https://ws-na.amazon-adsystem.com/widgets/q?ServiceVersion=20070822&OneJS=1&Operation=GetAdHtml&MarketPlace=US&source=ss&ref=as_ss_li_til&ad_type=product_link&tracking_id=rightocom&marketplace=amazon&region=US&placement=B004WMFOY4&asins=B004WMFOY4&linkId=2c8135b084767dea26b06c9779a194aa&show_border=true&link_opens_in_new_window=true"></iframe> <p>Using a <a href="https://www.amazon.com/gp/product/B004WMFOY4/ref=as_li_tl?ie=UTF8&camp=1789&creative=390957&creativeASIN=B004WMFOY4&linkCode=as2&tag=rightocom&linkId=MNRLKEIWAYBRWVA6">metallurgical microscope</a> and Hugin stitching software (<a href="http://www.righto.com/2015/12/creating-high-resolution-integrated.html">details</a>), I stitched together multiple microscope photos to create an image of the die. The metal layer is clearly visible, but it obscures the silicon underneath, making it hard to determine the chip's circuitry. The photo below shows a closeup of the die showing the "3101" part number.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhELIO4R3AI3Z7K0cv8z2W-WfGP6GAblCLc2DLEWQ_pm3ydXVmPSeqgV9buMJvQfHJjYmsJZPddBaOKqvPZr6Mwan8mMfzppxiJf8kyFMtxHECvwOWWmRN7rqHS0F-acPIKDR7zB6nQcohB/w9999/metal.jpg"><img alt="The die photo of the Intel 3101 shows mostly the metal layer." class="hilite" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhELIO4R3AI3Z7K0cv8z2W-WfGP6GAblCLc2DLEWQ_pm3ydXVmPSeqgV9buMJvQfHJjYmsJZPddBaOKqvPZr6Mwan8mMfzppxiJf8kyFMtxHECvwOWWmRN7rqHS0F-acPIKDR7zB6nQcohB/w250/metal.jpg" title="The die photo of the Intel 3101 shows mostly the metal layer." width="250" /></a><div class="cite">The die photo of the Intel 3101 shows mostly the metal layer.</div></p> <p>I applied acid<span id="fnref:acid"><a class="ref" href="#fn:acid" rel="footnote">14</a></span> to remove the metal layer. This removed most of the metal, revealing the silicon circuitry underneath. Some of the metal is still visible, but thinner, appearing transparent green. Strangely, the number 3101 turned into 101; apparently the first digit wasn't as protected by oxide as the other digits.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjbvpUK1axJxsHEQ-tvGQoB38fBv6ZKqtNY58PVhyphenhyphenyu2OW0o8bmRNWiolHf-lIZepGEO_8gqQ8YcDyLGYs5kXWXtFUXYuiVx8D7_WXe0rMIiFBsk79vFVIKGUYtJuXvW-x8CYon2RwLgsx/w9999/stripped.jpg"><img alt="Treatment with acid dissolved most of the metal layer of the 3101 chip, revealing the silicon circuits underneath." class="hilite" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjbvpUK1axJxsHEQ-tvGQoB38fBv6ZKqtNY58PVhyphenhyphenyu2OW0o8bmRNWiolHf-lIZepGEO_8gqQ8YcDyLGYs5kXWXtFUXYuiVx8D7_WXe0rMIiFBsk79vFVIKGUYtJuXvW-x8CYon2RwLgsx/w250/stripped.jpg" title="Treatment with acid dissolved most of the metal layer of the 3101 chip, revealing the silicon circuits underneath." width="250" /></a><div class="cite">Treatment with acid dissolved most of the metal layer of the 3101 chip, revealing the silicon circuits underneath.</div></p> <p>Below is the complete die photo of the chip with the metal layer partially stripped off. (Click it for a larger version.) This die photo was most useful for analyzing the chip. Enough of the metal was removed to clearly show the silicon circuits, but the remaining traces of metal showed most of the wiring. The N+ silicon regions appear to have darkened in this etch cycle.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtDPWukJjXRR_YKKswzAkTWb9qZ23-qU1rDbCtUDsIIjXSbEV4XUqjeC5ruuIezcxwVYCruc8eU6txRa6gW1ZEpfsFwxSToHzddU_jVtWf97kRXTEIDkDejbJPfJvWGaySejHAxLo_WGeQ/w9999/3101-partially-stripped.jpg"><img alt="Die photo of the Intel 3101 64-bit RAM chip with metal layer partially stripped off." class="hilite" height="454" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtDPWukJjXRR_YKKswzAkTWb9qZ23-qU1rDbCtUDsIIjXSbEV4XUqjeC5ruuIezcxwVYCruc8eU6txRa6gW1ZEpfsFwxSToHzddU_jVtWf97kRXTEIDkDejbJPfJvWGaySejHAxLo_WGeQ/w300/3101-partially-stripped.jpg" title="Die photo of the Intel 3101 64-bit RAM chip with metal layer partially stripped off." width="300" /></a><div class="cite">Die photo of the Intel 3101 64-bit RAM chip with metal layer partially stripped off.</div></p> <p>I wanted to see how the chip looked with the metal entirely removed so I did a second etch cycle. Unfortunately, this left the die looking like it had been destroyed.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEho-QgUj6Iu4grUGJ2c6NVDDCPXMPh_EzNlqeH7gWk04AcaxZIb8yca6c4Z8Ddb3Xjy0F33igoQi4SURuC5ytrzcyzqPcaG9nEg3XpjgeIA5F7X4p9LKD0el4isHahfdCMNV3sChz445b9R/w9999/i3101-rot.jpg"><img alt="After dissolving most of the oxide layer, the die looks like a mess. (This is a different region from the other photos.)" class="hilite" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEho-QgUj6Iu4grUGJ2c6NVDDCPXMPh_EzNlqeH7gWk04AcaxZIb8yca6c4Z8Ddb3Xjy0F33igoQi4SURuC5ytrzcyzqPcaG9nEg3XpjgeIA5F7X4p9LKD0el4isHahfdCMNV3sChz445b9R/w250/i3101-rot.jpg" title="After dissolving most of the oxide layer, the die looks like a mess. (This is a different region from the other photos.)" width="250" /></a><div class="cite">After dissolving most of the oxide layer, the die looks like a mess. (This is a different region from the other photos.)</div></p> <p>I performed a third etch cycle. It turns out that the previous etch hadn't destroyed the die, but just left a thin layer of oxide that caused colored interference bands. The final etch removed the remaining oxide, leaving a nice, clean die. Only a ghost of the "101" number is visible. The contacts between the metal layer and the silicon remained after the etch; they may be different type of metal that didn't dissolve.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEga_QZGML5WS-5gEyPmhmu8eKKHirPMnYy9AwPPpazF3WWrfD1lbIOtSLoOF0WShi_18QVuUt3tYdQa7ahZ9j6GycGnYqmeLEcMvBm7ELQa9bLycGlrgh5X6D52dZaoVcL1sW7i2VBqaGkB/w9999/stripped2.jpg"><img alt="The metal and oxide have been completely removed from the 3101 die, showing the silicon layer." class="hilite" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEga_QZGML5WS-5gEyPmhmu8eKKHirPMnYy9AwPPpazF3WWrfD1lbIOtSLoOF0WShi_18QVuUt3tYdQa7ahZ9j6GycGnYqmeLEcMvBm7ELQa9bLycGlrgh5X6D52dZaoVcL1sW7i2VBqaGkB/w250/stripped2.jpg" title="The metal and oxide have been completely removed from the 3101 die, showing the silicon layer." width="250" /></a><div class="cite">The metal and oxide have been completely removed from the 3101 die, showing the silicon layer.</div></p> <p>Below is the full die photo with all the metal stripped off. (Click it for a full-size image.)</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgKUddxj56cybjVerKuJvSUHLe_Lw_JnuxqvgCaTHnXvPzCoDT6MdeUdBOQbfgARRRhuUSC2vm3PuC0cZ8MGUf46rFGkiHdqZKK9q49mWIjeWq45tSLIEDBVMdr07eciJcGouNpxobIvLzc/w9999/3101-stripped.jpg"><img alt="Die photo of the Intel 3101 64-bit RAM chip with metal layer stripped off." class="hilite" height="448" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgKUddxj56cybjVerKuJvSUHLe_Lw_JnuxqvgCaTHnXvPzCoDT6MdeUdBOQbfgARRRhuUSC2vm3PuC0cZ8MGUf46rFGkiHdqZKK9q49mWIjeWq45tSLIEDBVMdr07eciJcGouNpxobIvLzc/w300/3101-stripped.jpg" title="Die photo of the Intel 3101 64-bit RAM chip with metal layer stripped off." width="300" /></a><div class="cite">Die photo of the Intel 3101 64-bit RAM chip with metal layer stripped off.</div></p> <h2>Conclusion</h2> <p>The 3101 RAM chip illustrates the amazing improvements in integrated circuits driven by Moore's Law.<span id="fnref:moore"><a class="ref" href="#fn:moore" rel="footnote">15</a></span> While the 3101 originally cost $99.50 for 64 bits, you can now buy <a href="https://www.amazon.com/Timetec-1600MHz-PC3-12800-Unbuffered-Desktop/dp/B00IV19HZE/ref=as_li_ss_tl?s=pc&ie=UTF8&qid=1499734932&sr=1-2&keywords=16gb+ram&refinements=p_36:-9950&linkCode=ll1&tag=rightocom&linkId=7468c7aca011aac04f8c4062b17310a2">16 gigabytes</a> of RAM for that price, two billion times as much storage. If you built a 16 GB memory from two billion 3101 chips, the chips alone would weigh about 3000 tons and use over a <a href="https://en.wikipedia.org/wiki/Orders_of_magnitude_(power)#Gigawatt_.28109_watts.29">billion watts</a>, half of Hoover Dam's power. A modern 16GB DRAM module, in comparison, uses only about 5 watts.</p> <p>As for Intel, the 3101 RAM was soon followed by many other memory products with rapidly increasing capacity, making Intel primarily a memory company that also produced processors. However, facing strong competition from Japanese memory manufacturers, Intel changed its focus to microprocessors and abandoned the DRAM business in 1985.<span id="fnref:report"><a class="ref" href="#fn:report" rel="footnote">16</a></span> By 1992, the success of the x86 processor line had made Intel the largest chip maker, justifying this decision. Even though Intel is now viewed as a processor company, it was the humble 3101 memory chip that gave Intel its start.</p> <p>Thanks to Evan Wasserman and John Culver for sending me the chips. John also did a writeup of the 3101 chip, which you can read at <a href="http://www.cpushack.com/2017/06/20/intels-first-the-3101-64-bit-bipolar-memory/">CPU Shack</a>.</p> <h2>Notes and references</h2> <div class="footnote"> <ol> <li id="fn:name"> <p>You might wonder why Intel's first chip had the seemingly-arbitrary number 3101. Intel had a <a href="https://lark.tu-sofia.bg/ntt/eusku/readings/art_1.pdf">highly-structured naming system</a>. A 3xxx part number indicated a bipolar product. A 1 for the second digit indicated RAM, while the last two digits (01) were a sequence number. Fortunately, the marketing department stepped in and gave the 4004 and 8008 processors better names. <a class="footnote-backref" href="#fnref:name" rev="footnote" title="Jump back to footnote 1 in the text">↩</a></p> </li> <li id="fn:cost"> <p>Memory chips started out very expensive, but prices rapidly dropped. Computer Design Volume 9 page 28, 1970, announced a price drop of the 3101 from $99.50 to $40 in small volumes. Ironically, the Intel 3101 is now a collector's item and on eBay costs much more than the original price—hundreds of dollars for the right package. <a class="footnote-backref" href="#fnref:cost" rev="footnote" title="Jump back to footnote 2 in the text">↩</a></p> </li> <li id="fn:first"> <p><a href="http://www.nzeldes.com/HOC/IntelFirsts.htm">Several</a> <a href="http://www.antiquetech.com/?page_id=622">sources</a> say that the 3101 was the first solid state memory, but this isn't accurate. There were many companies making memory chips in the 1960s. For instance, Texas Instruments announced the 16-bit SN5481 bipolar memory chip in 1966 (Electronics, V39 #1, p151) and Transitron had the TMC 3162 and 3164 16-bit RAM (Electrical Design News, Volume 11, p14). In 1968, RCA made 72-bit and 288-bit CMOS memories for the Air Force (<a href="http://archive.computerhistory.org/resources/still-image/PENDING/X3665.2007/RCA/CMOS_Memory_Arrays.pdf">document</a>, <a href="http://www.computerhistory.org/revolution/digital-logic/12/280/1470">photo</a>). Lee Boysel built 256-bit dynamic RAMs at Fairchild in 1968 and 1K dynamic RAMs at Four Phase Systems in 1969 (<a href="http://www.computerhistory.org/semiconductor/timeline/1970-DRAM.html">timeline</a> and <a href="http://www.eecs.umich.edu/eecs/about/articles/2007/Boysel-07.pdf">Boysel presentation</a>). For more information on the history of memory technology, see <a href="http://www.computerhistory.org/semiconductor/timeline/1966-RAM.html">timeline</a> and <a href="https://www.amazon.com/gp/product/3540342575/ref=as_li_tl?ie=UTF8&camp=1789&creative=390957&creativeASIN=3540342575&linkCode=as2&tag=rightocom&linkId=AEHKIBGSRP667AFP">History of Semiconductor Engineering</a>, p215. Another source for memory history is <a href="https://www.amazon.com/gp/product/0801886392/ref=as_li_tl?ie=UTF8&camp=1789&creative=390957&creativeASIN=0801886392&linkCode=as2&tag=rightocom&linkId=CP7ENYAFVOBOOVXD">To the Digital Age</a>, p193. <a class="footnote-backref" href="#fnref:first" rev="footnote" title="Jump back to footnote 3 in the text">↩</a></p> </li> <li id="fn:size"> <p>From my measurements, the 3101 die is about 2.39mm by 3.65mm. Feature size is about 12µm. <a class="footnote-backref" href="#fnref:size" rev="footnote" title="Jump back to footnote 4 in the text">↩</a></p> </li> <li id="fn:ls"> <p>If you've used TTL chips, you probably used the 74LSxx family. The "S" stands for the Schottky transistors that make these chip fast. These chips were "the single most profitable product line in the history of Texas Instruments" (<a href="http://www.computerhistory.org/siliconengine/schottky-barrier-diode-doubles-the-speed-of-ttl-memory-logic/">ref</a>). <a class="footnote-backref" href="#fnref:ls" rev="footnote" title="Jump back to footnote 5 in the text">↩</a></p> </li> <li id="fn:schottky"> <p>The Schottky diode in the Schottky transistor is formed between the base and collector. This diode prevents the transistor from becoming saturated, allowing it to switch faster. <a class="footnote-backref" href="#fnref:schottky" rev="footnote" title="Jump back to footnote 6 in the text">↩</a></p> </li> <li id="fn:resistance"> <p>The resistance of an IC resistor is proportional to the length divided by the width. The <a href="https://en.wikipedia.org/wiki/Sheet_resistance">sheet resistance</a> of a material is measured in the unusual unit of ohms per square. You might think it should be per square nanometer or square mm or something, but since the resistance depends on the ratio of length to width, the unit cancels out. <a class="footnote-backref" href="#fnref:resistance" rev="footnote" title="Jump back to footnote 7 in the text">↩</a></p> </li> <li id="fn:bias"> <p>The bias line is shared by all the cells. For reading, it is set to a low voltage. For writing, it is set to an intermediate voltage: higher than the data 0 voltage, but lower than the data 1 voltage. The bias voltage is controlled by the write enable pin.</p> <p>More advanced chips use two data lines instead of a bias line for more sensitivity. A differential amplifier to compare the currents on the two data lines and distinguish the tiny change between a zero bit and a one bit. However, the 3101 uses such high currents internally that this isn't necessary; it can read the data line directly. <a class="footnote-backref" href="#fnref:bias" rev="footnote" title="Jump back to footnote 8 in the text">↩</a></p> </li> <li id="fn:selected"> <p>If my analysis is correct, when a row is selected, the address decode logic raises both the positive row select and negative row select lines by about 0.8 volts (one diode drop). Thus, the cell is still powered by the same voltage differential, but the voltage shift makes the data and bias lines active. <a class="footnote-backref" href="#fnref:selected" rev="footnote" title="Jump back to footnote 9 in the text">↩</a></p> </li> <li id="fn:reversed"> <p>Address lines A3 and A2 are reversed in the decoding logic, presumably because it made chip layout simpler. This has no effect on the operation of the chip since it doesn't matter of the physical word order matches the binary order. <a class="footnote-backref" href="#fnref:reversed" rev="footnote" title="Jump back to footnote 10 in the text">↩</a></p> </li> <li id="fn:chipselect"> <p>The 3101 has a chip select pin that makes it easy to combine multiple chips into a larger memory. If this pin is high, the chip will not read or write its contents. One strange thing about the address decoding logic is that each pair of address lines is driven by a NAND gate latch. There's no actual latching happening, so I don't understand why this circuit is used.</p> <p>How the 3101 implements this feature is a bit surprising. The chip select signal is fed into the address decoding circuit; if the chip is not selected, both A0 and the complement <span style="text-decoration:overline">A0</span> are forced low. Thus, none of the rows will match in the address decoding logic and the chip doesn't respond. <a class="footnote-backref" href="#fnref:chipselect" rev="footnote" title="Jump back to footnote 11 in the text">↩</a></p> </li> <li id="fn:interdata"> <p>The Interdata 7/32 (the first 32-bit minicomputer) used 3101 chips in its memory controller. (See the <a href="http://bitsavers.informatik.uni-stuttgart.de/pdf/interdata/32bit/7-32/29-535_7-32C_Maint_Mar76.pdf">maintenance manual</a> page 338.) The Interdata 16/HSALU used 3101 chips for its CPU registers. (See the <a href="http://bitsavers.trailing-edge.com/pdf/interdata/16bit/7-16/29-402R17_7-16HSALU_Maint_Dec77.pdf">maintenance manual</a> page 259.) As late as 1982, the Interdata 3210 used 3101 chips to hold cache tags (see <a href="https://ia601603.us.archive.org/14/items/bitsavers_interdata30maint1982_49081918/47-022R22_3210maint_1982_text.pdf">manual</a> page 456). On the schematics note that part number 19-075 indicates the 3101. <a class="footnote-backref" href="#fnref:interdata" rev="footnote" title="Jump back to footnote 12 in the text">↩</a></p> </li> <li id="fn:diablo"> <p>The Diablo 8233 terminal used 3101A (74S289) chips as RAM for its discrete TTL-based processor (which was more of a microcontroller) that controlled the printer. (See <a href="https://ia601905.us.archive.org/2/items/bitsavers_diablo8233eManualDec78_11448172/82333C_1610_1620_Mantenance_Manual_Dec78.pdf">maintenance manual</a> page 187.) This systems was unusual since it contained both an 8080 microprocessor and a TTL-based processor. <a class="footnote-backref" href="#fnref:diablo" rev="footnote" title="Jump back to footnote 13 in the text">↩</a></p> </li> <li id="fn:acid"> <p>The metal layer of the chip is protected by silicon dioxide passivation layer. The professional way to remove this layer is with dangerous hydrofluoric acid. Instead, I used <a target="_blank" href="https://www.amazon.com/gp/product/B003W0MUVW/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=B003W0MUVW&linkCode=as2&tag=rightocom&linkId=70a94af38b2d087920dc3aa2a03a3de4">Armour Etch</a> glass etching cream, which is slightly safer and can be obtained at craft stores. I applied the etching cream to the die and wiped it for four minutes with a Q-tip. (Since the cream is designed for frosting glass, it only etches in spots. It must be moved around to obtain a uniform etch.) Next, I applied a few drops of hydrochloric acid (pool acid from the hardware store) to the die for a few hours. <a class="footnote-backref" href="#fnref:acid" rev="footnote" title="Jump back to footnote 14 in the text">↩</a></p> </li> <li id="fn:moore"> <p>Moore's law not only describes the exponential growth in transistors per chip, but drives this growth. The semiconductor industry sets its roadmap according to Moore's law, making it in some sense a self-fulfilling prophecy. See chapter 8 of <a href="http://corphist.computerhistory.org/corphist/documents/doc-487ecec0af0da.pdf">Technological Innovation in the Semiconductor Industry</a> for a thorough discussion. <a class="footnote-backref" href="#fnref:moore" rev="footnote" title="Jump back to footnote 15 in the text">↩</a></p> </li> <li id="fn:report"> <p>Intel's <a href="https://www.intel.com/content/dam/doc/report/history-1985-annual-report.pdf">1985 Annual Report</a> says "It was a miserable year for Intel" and discusses the decision to leave the DRAM business. <a class="footnote-backref" href="#fnref:report" rev="footnote" title="Jump back to footnote 16 in the text">↩</a></p> </li> </ol> </div> <div style='clear: both;'></div> </div> <div class='post-footer'> <div class='post-footer-line post-footer-line-1'><span class='post-comment-link'> <a class='comment-link' href='https://www.blogger.com/comment/fullpage/post/6264947694886887540/9063851703282009724' onclick=''> 7 comments: </a> </span> <span class='post-icons'> <span class='item-action'> <a href='https://www.blogger.com/email-post/6264947694886887540/9063851703282009724' title='Email Post'> <img alt='' class='icon-action' height='13' src='http://img1.blogblog.com/img/icon18_email.gif' width='18'/> </a> </span> <span class='item-control blog-admin pid-1138732533'> <a href='https://www.blogger.com/post-edit.g?blogID=6264947694886887540&postID=9063851703282009724&from=pencil' title='Edit Post'> <img alt='' class='icon-action' height='18' src='https://resources.blogblog.com/img/icon18_edit_allbkg.gif' width='18'/> </a> </span> </span> <span class='post-backlinks post-comment-link'> </span> <div class='post-share-buttons goog-inline-block'> <a class='goog-inline-block share-button sb-email' href='https://www.blogger.com/share-post.g?blogID=6264947694886887540&postID=9063851703282009724&target=email' target='_blank' title='Email This'><span class='share-button-link-text'>Email This</span></a><a class='goog-inline-block share-button sb-blog' href='https://www.blogger.com/share-post.g?blogID=6264947694886887540&postID=9063851703282009724&target=blog' onclick='window.open(this.href, "_blank", "height=270,width=475"); return false;' target='_blank' title='BlogThis!'><span class='share-button-link-text'>BlogThis!</span></a><a class='goog-inline-block share-button sb-twitter' href='https://www.blogger.com/share-post.g?blogID=6264947694886887540&postID=9063851703282009724&target=twitter' target='_blank' title='Share to X'><span class='share-button-link-text'>Share to X</span></a><a class='goog-inline-block share-button sb-facebook' href='https://www.blogger.com/share-post.g?blogID=6264947694886887540&postID=9063851703282009724&target=facebook' onclick='window.open(this.href, "_blank", "height=430,width=640"); return false;' target='_blank' title='Share to Facebook'><span class='share-button-link-text'>Share to Facebook</span></a><a class='goog-inline-block share-button sb-pinterest' href='https://www.blogger.com/share-post.g?blogID=6264947694886887540&postID=9063851703282009724&target=pinterest' target='_blank' title='Share to Pinterest'><span class='share-button-link-text'>Share to Pinterest</span></a> </div> </div> <div class='post-footer-line post-footer-line-2'><span class='post-labels'> Labels: <a href='http://www.righto.com/search/label/chips' rel='tag'>chips</a>, <a href='http://www.righto.com/search/label/electronics' rel='tag'>electronics</a>, <a href='http://www.righto.com/search/label/intel' rel='tag'>intel</a>, <a href='http://www.righto.com/search/label/reverse-engineering' rel='tag'>reverse-engineering</a> </span> </div> <div class='post-footer-line post-footer-line-3'></div> </div> </div> </div> </div></div> <div class="date-outer"> <div class="date-posts"> <div class='post-outer'> <div class='post hentry' itemprop='blogPost' itemscope='itemscope' itemtype='http://schema.org/BlogPosting'> <meta content='https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGGcQMlISITAzA9Q2WDWc7o2caCijEeoVtv-enThE2m71y5aplY74Gbndpygm9rCfC8DJ0NTzJXIjdCaRIuPYQfRe2zuY8PknlWuRKWzwLaXoCZ78MJ2KIJfuFRiMxYwx6D_39fN9CgwlP/w300/bitcoin-finished2.jpg' itemprop='image_url'/> <meta content='6264947694886887540' itemprop='blogId'/> <meta content='271209112145025182' itemprop='postId'/> <a name='271209112145025182'></a> <h3 class='post-title entry-title' itemprop='name'> <a href='http://www.righto.com/2017/07/bitcoin-mining-on-vintage-xerox-alto.html'>Bitcoin mining on a vintage Xerox Alto: very slow at 1.5 hashes/second</a> </h3> <div class='post-header'> <div class='post-header-line-1'></div> </div> <div class='post-body entry-content' id='post-body-271209112145025182' itemprop='description articleBody'> I've been restoring a Xerox Alto minicomputer from the 1970s and figured it would be interesting to see if it could mine bitcoins. I coded up the necessary hash algorithm in BCPL (the old programming language used by the Alto) and found that although the mining algorithm ran, the Alto was so slow that it would take many times the lifetime of the universe to successfully mine bitcoins.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGGcQMlISITAzA9Q2WDWc7o2caCijEeoVtv-enThE2m71y5aplY74Gbndpygm9rCfC8DJ0NTzJXIjdCaRIuPYQfRe2zuY8PknlWuRKWzwLaXoCZ78MJ2KIJfuFRiMxYwx6D_39fN9CgwlP/w9999/bitcoin-finished2.jpg"><img alt="Bitcoin mining on a vintage Xerox Alto computer." class="hilite" height="560" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGGcQMlISITAzA9Q2WDWc7o2caCijEeoVtv-enThE2m71y5aplY74Gbndpygm9rCfC8DJ0NTzJXIjdCaRIuPYQfRe2zuY8PknlWuRKWzwLaXoCZ78MJ2KIJfuFRiMxYwx6D_39fN9CgwlP/w300/bitcoin-finished2.jpg" title="Bitcoin mining on a vintage Xerox Alto computer." width="300" /></a><div class="cite">Bitcoin mining on a vintage Xerox Alto computer.</div></p> <p>The Alto was a revolutionary computer designed at Xerox PARC in 1973 to investigate personal computing. It introduced high-resolution bitmapped displays, the GUI, Ethernet and laser printers to the world, among other things. In the photo above, the Alto computer is in the lower cabinet. The black box is the 2.5 megabyte disk drive. The Alto's unusual portrait display and an early optical mouse are on top.</p> <h2>How Bitcoin mining works</h2> <p>Bitcoin, a digital currency that can be transmitted across the Internet, has attracted a lot of attention lately. The Bitcoin system can be thought of as a ledger that keeps track of who owns which bitcoins, and allows them to be transferred from one person to another. The revolutionary feature of Bitcoin is there's no central machine or authority keeping track of things. Instead, the "blockchain" is stored across thousands of machines on the Internet, and the system works with nobody in charge.</p> <p>To ensure everyone agrees on which transactions are valid, Bitcoin uses a process called mining—about every 10 minutes a block of outstanding transactions is mined, which makes the block "official". Bitcoin mining is designed to take an insanely huge amount of computational effort to mine a block, so nobody can take over the mining process. Miners compete against each other, generating trillions and trillions of "hashes" until someone finds a lucky one that succeeds in mining a block. It's hard to visualize just how difficult the hashing process is: finding a valid hash is less likely than finding a single grain of sand out of all the sand on Earth.</p> <p>Bitcoin mining is based on cryptography, with a "hash function" that converts a block into an essentially random hash value. If the hash starts with 17 zeros,<span id="fnref:difficulty"><a class="ref" href="#fn:difficulty" rel="footnote">1</a></span> the block is successfully mined and is sent into the Bitcoin network. Most of the time the hash isn't successful, so the miner will modify the block slightly and try again, over and over billions of times. About every 10 minutes someone will successfully mine a block, and the process starts over. It's kind of like a lottery, where miners keep trying until someone "wins". </p> <p>As a side-effect, mining adds new bitcoins to the system. For each block mined, miners currently get 12.5 new bitcoins (currently worth about $30,000) as well as fees, which encourages miners to do the hard work of mining blocks. With the possibility of receiving $30,000 every 10 minutes, miners invest in datacenters full of specialized mining hardware using huge amounts of electricity<span id="fnref:electricity"><a class="ref" href="#fn:electricity" rel="footnote">2</a></span>.</p> <p><a href="https://picasaweb.google.com/lh/photo/3V5HFm-d02drHoFB3Vqs0qNTQ8Yf_fOdBXli6Rl3Pxs"><img alt="Structure of a Bitcoin block" class="hilite" height="351" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTzbRlXciFuI9hQYyvAk1GtDu0rvixAJPqjSDl61xstT9ROlpM-2t7m6KFnW8xJRaPi0CIUYG8CbZIyD16LEyDneGsbIeZO2onwyelluuNG4bjbZEIwz5Gqk-_fMWLtk2gclGg8nhyphenhyphenfWOr/w600/block-diagram-ghash.png" title="Structure of a Bitcoin block" width="600"> </a></p> <div class="cite"> Structure of a Bitcoin block. The data in yellow is hashed to yield the block hash, which becomes the identifier for the block. The block is linked to the previous block by including the previous block's hash, forming the blockchain. The Merkle root is a hash of all the transactions in the block. </div> <p>The diagram above shows what actually goes into a block that is mined. The yellow part is the block header (which gets hashed), and it is followed by the transactions that go into the block. Each block contains the hash of the previous block, causing all the blocks to be linked together forming the <em>blockchain</em>. You can see that for the block above, the hash is successful because it starts with lots of zeros: 0000000000000000e067a478024addfecdc93628978aa52d91fabd4292982a50. The "Merkle root" is a hash of all the transactions that go into the block; this ensures that none of the mined transactions can be changed. The <a href="https://en.wikipedia.org/wiki/Cryptographic_nonce">nonce</a> is an arbitrary number; each attempt at mining the block changes the nonce.</p> <p>To summarize the mining process: you collect new Bitcoin transactions and create a header (as in the diagram above). You do the cryptographic hash of the block. If by some incredible chance the result starts with 17 zeros you send the block into the Bitcoin network and "win" $30,000 in bitcoin. Otherwise, you change the nonce and try again. Probably none of the nonce values will work, so you change something else in the header and start over. If someone else succeeds in mining the block, you start over with the new previous block hash and new transactions.</p> <p>I've simplified a lot of details above. For in-depth information on Bitcoin and mining, see my articles <a href="http://www.righto.com/2014/02/bitcoins-hard-way-using-raw-bitcoin.html">Bitcoins the hard way</a> and <a href="http://www.righto.com/2014/02/bitcoin-mining-hard-way-algorithms.html">Bitcoin mining the hard way</a>.</p> <h2>The SHA-256 hash algorithm used by Bitcoin</h2> <p>Next, I'll discuss the hash function used in Bitcoin, which is based on a standard cryptographic hash function called SHA-256.<span id="fnref:double"><a class="ref" href="#fn:double" rel="footnote">3</a></span> The SHA-256 algorithm is so simple you can literally <a href="http://www.righto.com/2014/09/mining-bitcoin-with-pencil-and-paper.html">do it by hand</a>, but it manages to scramble the data entirely unpredictably. The SHA-256 hash algorithm takes input blocks of 512 bits (i.e. 64 bytes), combines the data cryptographically, and generates a 256-bit (32 byte) output.</p> <p>The SHA-256 algorithm consists of a simple round repeated 64 times. The diagram below shows one round, which takes eight 4-byte inputs, A through H, performs a few operations, and generates new values for A through H. As can be seen from the diagram above, only A and E are changed in a round, while the others are just shifted over. Even so, after 64 rounds the input data will be completely scrambled, generating the unpredictable hash output.</p> <p>The SHA-256 algorithm is pretty simple, about a page of <a href="https://en.wikipedia.org/wiki/SHA-2#Pseudocode">pseudocode</a> and can be easily implemented on a computer, even one as old as the Alto, using simple arithmetic and logic operations.<span id="fnref:ecdsa"><a class="ref" href="#fn:ecdsa" rel="footnote">5</a></span></p> <p><a href="https://picasaweb.google.com/lh/photo/RbE8vEuqC73YYhPqNIzIpqNTQ8Yf_fOdBXli6Rl3Pxs"><img alt="SHA-256 round, from Wikipedia" class="hilite" height="423" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCskZnhjPbuLMV9hCrKFywgaDMaziNwf9FXuqcT9HLe1Hy2a-M_Yb2IsjXFLBo9LQgJr3Vb1vAqSvBmAIvP0e_w13goDPHTPyBLbppVgg4ETLQfk_CgdpGW4MMcF0LCf7kFLeYHonkyr8M/w600/SHA-2.svg.png" title="SHA-256 round, from Wikipedia" width="600"> </a></p> <div class="cite"> SHA-256 round, from <a href="https://commons.wikimedia.org/wiki/File:SHA-2.svg#mediaviewer/File:SHA-2.svg">Wikipedia</a> created by kockmeyer, <a href="http://creativecommons.org/licenses/by-sa/3.0/">CC BY-SA 3.0</a>. </div> <p>The dark blue boxes mix up the values in non-linear ways that are hard to analyze cryptographically. (If you could figure out a mathematical shortcut to generate successful hashes, you could take over Bitcoin mining.) The <i>Ch</i> "choose" box chooses bits from F or G, based on the value of input E. The <i>Σ</i> "sum" boxes rotate the bits of A (or E) to form three rotated versions, and then sum them together. The <i>Ma</i> "majority" box looks at the bits in each position of A, B, and C, and selects 0 or 1, whichever value is in the majority. The red boxes perform 32-bit addition, generating new values for A and E. The input data enters the algorithm through the <i>W<sub>t</sub></i> values. The <i>K<sub>t</sub></i> values are constants defined for each round.<span id="fnref:nsa"><a class="ref" href="#fn:nsa" rel="footnote">4</a></span></p> <h2>Implementing SHA-256 in BCPL</h2> <p>I implemented SHA-256 in BCPL, a programming language that was a precursor to C. It's a lot like C with syntax changes, except the only type is 16-bit words. My SHA-256 code is in <a href="https://github.com/shirriff/alto-bitcoin/blob/master/sha256.bcpl">sha256.bcpl</a>. The snippet below (the <em>choose</em> function) will give you an idea of what BCPL looks like. Each value is two words; BCPL does array access with !1 instead of [1]. Like C++, comments are indicated with a double slash. Unlike C, BCPL uses words for <em>xor</em> and <em>not</em>. <pre style="border:none;background-color:#eee"> // ch := (e and f) xor ((not e) and g) ch!0 = (e!0 & f!0) xor ((not e!0) & g!0) ch!1 = (e!1 & f!1) xor ((not e!1) & g!1) </pre> <p> The mining is done in <a href="https://github.com/shirriff/alto-bitcoin/blob/master/bitcoin.bcpl">bitcoin.bcpl</a>: it creates a Bitcoin header (from hardcoded values), substitutes the nonce, and calls the SHA-256 code to hash the header twice. One interesting feature of the code is the structure definition for the Bitcoin header in BCPL (below), similar to a C <em>struct</em>. It defines a two word field for <code>version</code>, 16 words for <code>prevHash</code>, and so forth; compare with the Bitcoin structure diagram earlier. Interestingly, <code>^1,16</code> indicates an array with indices from 1 to 16 inclusive. BCPL is not 0-indexed or 1-indexed, but lets you start array indices at arbitrary values.<span id="fnref:one"><a class="ref" href="#fn:one" rel="footnote">7</a></span></p> <pre style="border:none;background-color:#eee"> structure HEADER: [ version^1,2 word prevHash^1,16 word merkleRoot^1,16 word timestamp^1,2 word bits^1,2 word nonce^1,2 word ] </pre> <p>The line shows how structures are accessed in BCPL; it initializes one word of the header, using the slightly strange BCPL syntax. <code>>>HEADER</code> sort of casts the <code>header</code> variable to the <code>HEADER</code> structure described earlier. Then <code>.prevhash^1</code> accesses the first word of the <code>prevhash</code> field. Also note that <code>#13627</code> is an octal value; BCPL inconveniently doesn't include hex constants.<span id="fnref:python"><a class="ref" href="#fn:python" rel="footnote">6</a></span></p> <pre style="border:none;background-color:#eee"> header>>HEADER.prevHash^1 = #13627 </pre> <p>The screenshot below shows the output as the program runs. The number on the left is each nonce in sequence as it is tested. The long hex number on the right is the resulting hash value. Each nonce results in a totally different hash value, due to the cryptographic hash algorithm.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDI6Ll3l06AEOJ2nDRANE95imR4N4zw0jE8eBHaixn9fk58_4nZDvwHcet9xuI_BtMDm2lOxzHagi4EWNgo0dQcLfTvd2mJGP2xDRk8KsTD8hoUUUyerqeTAKPsXX3I-l7mwQcwL588XtD/w9999/bitcoin-hashes.jpg"><img alt="On the Alto screen, each line shows a nonce value and the resulting hash." class="hilite" height="102" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDI6Ll3l06AEOJ2nDRANE95imR4N4zw0jE8eBHaixn9fk58_4nZDvwHcet9xuI_BtMDm2lOxzHagi4EWNgo0dQcLfTvd2mJGP2xDRk8KsTD8hoUUUyerqeTAKPsXX3I-l7mwQcwL588XtD/w600/bitcoin-hashes.jpg" title="On the Alto screen, each line shows a nonce value and the resulting hash." width="600" /></a><div class="cite">On the Alto screen, each line shows a nonce value and the resulting hash.</div></p> <h2>Performance</h2> <p>The Alto can hash about 1.5 blocks per second, which is exceedingly slow by Bitcoin standards. At this speed, mining a single block on the Alto would take about 5000 times the age of the universe The electricity would cost about 2x10^16 dollars. And you'd get 12.5 bitcoins (₿12.5) worth about $30,000. Obviously, mining Bitcoin on a Xerox Alto isn't a profitable venture.</p> <p>In comparison, a <a href="https://www.amazon.com/gp/product/B00Q8G3BLK/ref=as_li_tl?ie=UTF8&camp=1789&creative=390957&creativeASIN=B00Q8G3BLK&linkCode=as2&tag=rightocom&linkId=DRMROVJ6B6RVTBE2">USB stick miner</a> performs 3.6 billion hashes per second. The Alto cost about $12,000 to manufacture in 1973 (about $60,000 in current dollars), while the stick miner costs $200. The Alto used hundreds of watts, while the stick minter uses about 4 watts. The enormous difference in performance is due to huge increase in computer speed since the 1970s described by Moore's law as well as the giant speed gain from custom Bitcoin mining hardware.</p> <p>The Alto wasn't a particularly fast machine, performing about 400,000 instructions per second. The Alto's instruction set lacks many of the operations you'd find on a modern processor. For instance, the SHA-256 algorithm makes heavy use of Boolean operations including exclusive-OR and OR. These are pretty basic instructions that you'd find on even something as primitive as the 6502, but the Alto doesn't have them. Instead, these operations are implemented with an inefficient subroutine call that does a sequence of operations with the same effect.</p> <p>In addition, SHA-256 heavily uses bit shift and rotate operations. Modern processors typically have a "barrel shifter" that lets you shift by as many bits as you want in one step. The Alto's shift instructions, on the other hand, only shift a single bit. Thus, to shift by, say 10 bits, the Alto code calls a subroutine that performs 10 separate shift instructions. The result is a shift operation is much slower than you might expect.</p> <p>You can see the Alto's arithmetic-logic board below. The Alto didn't use a microprocessor but instead built a CPU from simple TTL chips. You can see that even providing single-bit shifts required 8 separate chips—it's not surprising that the Alto doesn't do more complex shift operations.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqryINCXOOkN-UND9ADLqG4Jiqbb_iZvzxRET98FAfEp3v-OwMX65uufg0Z6PbbpVlXoP2eAnXhhrwEd5bmDZ1LZvFDqfiDD-HkNBvRnrnQeSdh2cllkNY8RPFX26UFpHyx_SJ0Ph_fchu/w9999/alu.jpg"><img alt="The Alto doesn't have a microprocessor, but a CPU built from individual TTL chips. The ALU board has chips for arithmetic, chips for shifting, and chips for registers." class="hilite" height="313" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqryINCXOOkN-UND9ADLqG4Jiqbb_iZvzxRET98FAfEp3v-OwMX65uufg0Z6PbbpVlXoP2eAnXhhrwEd5bmDZ1LZvFDqfiDD-HkNBvRnrnQeSdh2cllkNY8RPFX26UFpHyx_SJ0Ph_fchu/w500/alu.jpg" title="The Alto doesn't have a microprocessor, but a CPU built from individual TTL chips. The ALU board has chips for arithmetic, chips for shifting, and chips for registers." width="500" /></a><div class="cite">The Alto doesn't have a microprocessor, but a CPU built from individual TTL chips. The ALU board has chips for arithmetic, chips for shifting, and chips for registers.</div></p> <p>I should point out that I'm not trying to write the best possible mining code for the Alto, and there are plenty of optimizations that one could do.<span id="fnref:doublehash"><a class="ref" href="#fn:doublehash" rel="footnote">8</a></span> For instance, writing the code in microcode would speed it up considerably, but Alto <a href="http://bitsavers.org/pdf/xerox/alto/microcode/altoIIcode3.mu.txt">microcode </a> is very hard to understand, let along write. My blog post on <a href="http://www.righto.com/2017/06/improvements-to-xerox-alto-mandelbrot.html">generating the Mandelbrot set on the Alto</a> discussed Alto performance optimizations in detail, so I won't say more about optimization here.</p> <h2>Conclusion</h2> <p>The screenshot below shows a successful hash, ending in a bunch of zeros<span id="fnref:byteorder"><a class="ref" href="#fn:byteorder" rel="footnote">9</a></span>. (I also display an image to show off the Alto's high-resolution bitmapped display.) Since the Alto would take well beyond the lifetime of the universe to find a successful hash, you might wonder how I found this. For this demonstration I simply used as input a block that had been successfully mined in the past, specifically <a href="https://blockchain.info/block/0000000000000000e067a478024addfecdc93628978aa52d91fabd4292982a50">block #286819</a>. Thus, the algorithm succeeded quickly, but since it was an old block, I didn't make any money off it.</p> <p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiywIKpHDg6F7xakTY1T7dXXnNdg59eDUakZbwx4svlXuSmxuGWPtAWmfSMadDo4IgfvpdMZXvcsdv24a5J_slfAaxgoJSN_CD3C9dAM9pwPsIBCp-uhlFwWogUks3lG1ErCuILSON0vTDX/w9999/bitcoin-finished-closeup.jpg"><img alt="The algorithm found a successful hash, indicated by all the zeros at the end. Bitcoin graphic source probably MoneyWeek." class="hilite" height="377" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiywIKpHDg6F7xakTY1T7dXXnNdg59eDUakZbwx4svlXuSmxuGWPtAWmfSMadDo4IgfvpdMZXvcsdv24a5J_slfAaxgoJSN_CD3C9dAM9pwPsIBCp-uhlFwWogUks3lG1ErCuILSON0vTDX/w600/bitcoin-finished-closeup.jpg" title="The algorithm found a successful hash, indicated by all the zeros at the end. Bitcoin graphic source probably MoneyWeek." width="600" /></a><div class="cite">The algorithm found a successful hash, indicated by all the zeros at the end. Bitcoin graphic source probably MoneyWeek.</div></p> <p>My code is on <a href="https://github.com/shirriff/alto-bitcoin">github</a> if you want to look at BCPL code or try it out.</p> <h2>Notes and references</h2> <div class="footnote"> <ol> <li id="fn:difficulty"> <p>At current difficulty, about 1 in 3x10^21 hashes will be successful at mining a block; a valid hash must start with approximately 17 zeros. The <a href="https://en.bitcoin.it/wiki/Difficulty">mining difficulty</a> changes periodically to keep the time between blocks at approximately 10 minutes. As mining hardware gets faster, the difficulty factor is automatically updated to make mining more difficult so miners can never really catch up. <a class="footnote-backref" href="#fnref:difficulty" rev="footnote" title="Jump back to footnote 1 in the text">↩</a></p> </li> <li id="fn:electricity"> <p>A while back I <a href="http://www.righto.com/2014/02/bitcoin-mining-hard-way-algorithms.html#ref6">estimated</a> that Bitcoin mining uses about as much electricity as the entire country of Cambodia. <a href="https://karlodwyer.github.io/publications/pdf/bitcoin_KJOD_2014.pdf">One paper</a> puts mining's energy consumption comparable to Ireland's electricity usage. <a class="footnote-backref" href="#fnref:electricity" rev="footnote" title="Jump back to footnote 2 in the text">↩</a></p> </li> <li id="fn:double"> <p>Bitcoin uses "double SHA-256" which simply consists of applying the SHA-256 function twice.  <a class="footnote-backref" href="#fnref:double" rev="footnote" title="Jump back to footnote 3 in the text">↩</a></p> </li> <li id="fn:nsa"> <p>The K constants used in the SHA-256 algorithm are provided by the NSA. You might worry that the NSA cleverly designed these constants to provide a backdoor. However, to prove that these are just arbitrary random constants, the NSA simply used the cube roots of the first 64 primes. <a class="footnote-backref" href="#fnref:nsa" rev="footnote" title="Jump back to footnote 4 in the text">↩</a></p> </li> <li id="fn:ecdsa"> <p>While SHA-256 is easy to implement, that's not the case for all the cryptography used by Bitcoin. To create a Bitcoin transaction, the transaction must be signed with elliptic curve cryptography. This requires 256-bit modular arithmetic, which is about as hard as it sounds. Even a <a href="https://github.com/esxgx/easy-ecc">simple implementation</a> is 1000 lines of C. I decided that porting this to BCPL was too much effort for me. <a class="footnote-backref" href="#fnref:ecdsa" rev="footnote" title="Jump back to footnote 5 in the text">↩</a></p> </li> <li id="fn:python"> <p>I wrote a simple Python script to convert the many 32-bit hexadecimal constants used by SHA-256 to 16-bit octal constants. It's a good thing that hex has almost entirely replaced octal, as it is much better. <a class="footnote-backref" href="#fnref:python" rev="footnote" title="Jump back to footnote 6 in the text">↩</a></p> </li> <li id="fn:one"> <p><a href="http://exple.tive.org/blarg/2013/10/22/citation-needed/">Some people claim</a> that BCPL arrays are 0-based. However, arrays in BCPL structures can start at an arbitrary value. I start with 1 because that's what the Alto code typically does. (This caused me no end of confusion until I realized the indices weren't zero-based.) <a class="footnote-backref" href="#fnref:one" rev="footnote" title="Jump back to footnote 7 in the text">↩</a></p> </li> <li id="fn:doublehash"> <p>The code could be made 33% faster by taking advantage of an interaction between SHA-256 and the Bitcoin header structure. Bitcoin performs a SHA-256 hash twice on the 80-byte header. Since SHA-256 only handles 64 bytes at a time, the first hash requires two SHA-256 cycles. The second hash takes a third SHA-256 cycle. However, when mining, the only thing that changes from one attempt to the next is the nonce value in the header. It happens to be in the second half of the header, which means the SHA-256 cycle performed on the first half of the header can be done once and then reused. Thus, the double SHA-256 hash can be done with two SHA-256 cycles instead of three. Bitcoin mining usually performs this optimization, but I left it out of the code to make the code less confusing. <a class="footnote-backref" href="#fnref:doublehash" rev="footnote" title="Jump back to footnote 8 in the text">↩</a></p> </li> <li id="fn:byteorder"> <p>You might wonder why Bitcoin successful hashes start with a bunch of zeros, while the displayed hash ends with a bunch of zeros. The reason is that Bitcoin reverses the byte order of the SHA-256 output. If you look closely, you'll see that the displayed hash matches the hash in the Bitcoin block diagram if you reverse bytes (i.e. pairs of hex digits). <a class="footnote-backref" href="#fnref:byteorder" rev="footnote" title="Jump back to footnote 9 in the text">↩</a></p> </li> </ol> </div> <div style='clear: both;'></div> </div> <div class='post-footer'> <div class='post-footer-line post-footer-line-1'><span class='post-comment-link'> <a class='comment-link' href='https://www.blogger.com/comment/fullpage/post/6264947694886887540/271209112145025182' onclick=''> 20 comments: </a> </span> <span class='post-icons'> <span class='item-action'> <a href='https://www.blogger.com/email-post/6264947694886887540/271209112145025182' title='Email Post'> <img alt='' class='icon-action' height='13' src='http://img1.blogblog.com/img/icon18_email.gif' width='18'/> </a> </span> <span class='item-control blog-admin pid-1138732533'> <a 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class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/08/'> August </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/07/'> July </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/05/'> May </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/04/'> April </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/03/'> March </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/02/'> February </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2023/01/'> January </a> <span class='post-count' dir='ltr'>(8)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/'> 2022 </a> <span class='post-count' dir='ltr'>(18)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/11/'> November </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/07/'> July </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/06/'> June </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/05/'> May </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/04/'> April </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2022/03/'> March </a> <span 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class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/12/'> December </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/11/'> November </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/09/'> September </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/07/'> July </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/06/'> June </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/05/'> May </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/04/'> April </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/03/'> March </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/02/'> February </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2021/01/'> January </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/'> 2020 </a> <span class='post-count' dir='ltr'>(33)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/12/'> December </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/11/'> November </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/10/'> October </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/09/'> September </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/08/'> August </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/07/'> July </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/06/'> June </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/05/'> May </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/04/'> April </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/03/'> March </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2020/01/'> January </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/'> 2019 </a> <span class='post-count' dir='ltr'>(18)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/11/'> November </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/10/'> October </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/09/'> September </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/07/'> July </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/04/'> April </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/02/'> February </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2019/01/'> January </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/'> 2018 </a> <span class='post-count' dir='ltr'>(17)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/12/'> December </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/09/'> September </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/06/'> June </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/05/'> May </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/04/'> April </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/03/'> March </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/02/'> February </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2018/01/'> January </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate expanded'> <a class='toggle' href='javascript:void(0)'> <span class='zippy toggle-open'> ▼  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/'> 2017 </a> <span class='post-count' dir='ltr'>(21)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/12/'> December </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/11/'> November </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/10/'> October </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate expanded'> <a class='toggle' href='javascript:void(0)'> <span class='zippy toggle-open'> ▼  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/07/'> July </a> <span class='post-count' dir='ltr'>(2)</span> <ul class='posts'> <li><a href='http://www.righto.com/2017/07/inside-intels-first-product-3101-ram.html'>Inside Intel's first product: the 3101 RAM chip he...</a></li> <li><a href='http://www.righto.com/2017/07/bitcoin-mining-on-vintage-xerox-alto.html'>Bitcoin mining on a vintage Xerox Alto: very slow ...</a></li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/06/'> June </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/04/'> April </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/03/'> March </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/02/'> February </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2017/01/'> January </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2016/'> 2016 </a> <span class='post-count' dir='ltr'>(34)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2016/12/'> December </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2016/10/'> October </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2016/09/'> September </a> <span 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<li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2016/01/'> January </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/'> 2015 </a> <span class='post-count' dir='ltr'>(12)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/12/'> December </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/11/'> November </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/10/'> October </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/05/'> May </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/03/'> March </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2015/02/'> February </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/'> 2014 </a> <span class='post-count' dir='ltr'>(13)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/12/'> December </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/10/'> October </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/09/'> September </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/05/'> May </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/03/'> March </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2014/02/'> February </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/'> 2013 </a> <span class='post-count' dir='ltr'>(24)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/11/'> November </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/09/'> September </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/08/'> August </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/07/'> July </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/06/'> June </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/04/'> April </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/03/'> March </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/02/'> February </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2013/01/'> January </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/'> 2012 </a> <span class='post-count' dir='ltr'>(10)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/12/'> December </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/11/'> November </a> <span class='post-count' dir='ltr'>(5)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/10/'> October </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/05/'> May </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/03/'> March </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2012/02/'> February </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/'> 2011 </a> <span class='post-count' dir='ltr'>(11)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/12/'> December </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/07/'> July </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/05/'> May </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/04/'> April </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/03/'> March </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2011/02/'> February </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/'> 2010 </a> <span class='post-count' dir='ltr'>(22)</span> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/12/'> December </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/11/'> November </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/10/'> October </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/08/'> August </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/06/'> June </a> <span class='post-count' dir='ltr'>(1)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/05/'> May </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/04/'> April </a> <span class='post-count' dir='ltr'>(3)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/03/'> March </a> <span class='post-count' dir='ltr'>(4)</span> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span class='zippy'> ►  </span> </a> <a class='post-count-link' href='http://www.righto.com/2010/01/'> January </a> <span class='post-count' dir='ltr'>(2)</span> </li> </ul> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <a class='toggle' href='javascript:void(0)'> <span 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