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	<title>MTL Annual Research Report 2012 &#187; hossein fariborzi</title>
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		<title>Designing Complex Digital Systems with Nano-electro-mechanical Relays</title>
		<link>http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/</link>
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		<pubDate>Wed, 18 Jul 2012 22:26:46 +0000</pubDate>
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				<category><![CDATA[Circuits & Systems]]></category>
		<category><![CDATA[Electronic Devices]]></category>
		<category><![CDATA[MEMS & BioMEMS]]></category>
		<category><![CDATA[hossein fariborzi]]></category>
		<category><![CDATA[vladimir stojanovic]]></category>

		<guid isPermaLink="false">http://www-mtl.mit.edu/wpmu/ar2012/?p=5920</guid>
		<description><![CDATA[Silicon CMOS circuits have a well-defined lower limit on their achievable energy efficiency due to sub-threshold leakage. Once this limit...]]></description>
				<content:encoded><![CDATA[<div class="page-restrict-output"><p>Silicon CMOS circuits have a well-defined lower limit on their achievable energy efficiency due to sub-threshold leakage. Once this limit is reached, power constrained applications will face a cap on their maximum throughput independent of their level of parallelism. Avoiding this roadblock requires an alternative device with steeper sub-threshold slope – i.e., lower V<sub>DD</sub>/I<sub>on</sub> for the same I<sub>on</sub>/I<sub>off</sub>. One promising class of such devices is electro-statically actuated nano-electro-mechanical (NEM) switches with nearly ideal I<sub>on</sub>/I<sub>off</sub> characteristics. Although mechanical movement makes NEM switches significantly slower than CMOS, they can be useful for a wide range of VLSI applications by reexamining traditional system- and circuit-level design techniques to take advantage of the electrical properties of the device. NEM relay circuits with pass-transistor logic design combine as many propagating electrical delays into as few mechanical delays as possible, parallelizing the tasks to do more operations in less time.</p>
<p>Basic circuit design techniques and functionality of some main building blocks of VLSI systems, such as logic, memory, and clocking structures, have been successfully demonstrated in our previous works<sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_0_5920" id="identifier_0_5920" class="footnote-link footnote-identifier-link" title="F. Chen, M. Spencer, R. Nathanael, C. Wang, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković,V. Stojanović, E. Alon, &ldquo;Demonstration of Integrated Micro-electro-mechanical Switch Circuits for VLSI Applications,&rdquo; IEEE International Solid-State Circuits Conference Technical Digest, Feb. 2010, pp. 150-151.">1</a>] </sup><sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_1_5920" id="identifier_1_5920" class="footnote-link footnote-identifier-link" title="H. Fariborzi, M. Spencer, V. Karkare, J. Jeon, R. Nathanael, C. Wang, F. Chen, H. Kam, V. Pott, T.K. Liu, E. Alon, V. Stojanović, D. Marković, &ldquo;Analysis and Demonstration of MEM-relay Power Gating,&rdquo; presented at IEEE Custom Integrated Circuits Conference, San Jose, CA, 2010.">2</a>] </sup><sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_2_5920" id="identifier_2_5920" class="footnote-link footnote-identifier-link" title="M. Spencer, F. Chen, C.C. Wang, R. Nathanael, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković, E. Alon, V. Stojanović, &ldquo;Demonstration of Integrated Micro-electro-mechanical Relay Circuits for VLSI Applications,&rdquo; IEEE Journal of Solid State Circuits, Jan. 2011.">3</a>] </sup>.</p>
<p>Recently, complex arithmetic units such as relay-based multipliers have been developed (Figure 1b-c)<sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_3_5920" id="identifier_3_5920" class="footnote-link footnote-identifier-link" title="H. Fariborzi, F. Chen, R. Nathanael, J. Jeon, T.K. Liu, V. Stojanović, &ldquo;Design and Demonstration of Micro-electro-mechanical Relay Multipliers,&rdquo; presented at IEEE Asian Solid State Circuit Conference, Jeju, S. Korea, 2011.">4</a>] </sup>. Simulation results of an optimized 16-bit relay multiplier built in a scaled relay process predicts ~10x improvement in energy-efficiency over optimized CMOS designs in the 10-100 MOPS performance range. The relative performance of the multiplier enhancements are in line with what was previously predicted by a NEM relay 32-bit adder<sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_2_5920" id="identifier_4_5920" class="footnote-link footnote-identifier-link" title="M. Spencer, F. Chen, C.C. Wang, R. Nathanael, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković, E. Alon, V. Stojanović, &ldquo;Demonstration of Integrated Micro-electro-mechanical Relay Circuits for VLSI Applications,&rdquo; IEEE Journal of Solid State Circuits, Jan. 2011.">3</a>] </sup>, suggesting that complete VLSI systems (e.g., a microprocessor or an ASIC) would expect to see similar energy/performance improvements from adopting NEM relay technology<sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_2_5920" id="identifier_5_5920" class="footnote-link footnote-identifier-link" title="M. Spencer, F. Chen, C.C. Wang, R. Nathanael, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković, E. Alon, V. Stojanović, &ldquo;Demonstration of Integrated Micro-electro-mechanical Relay Circuits for VLSI Applications,&rdquo; IEEE Journal of Solid State Circuits, Jan. 2011.">3</a>] </sup><sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_3_5920" id="identifier_6_5920" class="footnote-link footnote-identifier-link" title="H. Fariborzi, F. Chen, R. Nathanael, J. Jeon, T.K. Liu, V. Stojanović, &ldquo;Design and Demonstration of Micro-electro-mechanical Relay Multipliers,&rdquo; presented at IEEE Asian Solid State Circuit Conference, Jeju, S. Korea, 2011.">4</a>] </sup>. The operation of the main building block of the MEM-relay based multiplier, the (7:3) compressor, is experimentally demonstrated. This circuit, consisting of 98 MEM-relays, is the largest MEM-relay based circuit successfully tested to date (Figure 2)<sup> [<a href="http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/#footnote_3_5920" id="identifier_7_5920" class="footnote-link footnote-identifier-link" title="H. Fariborzi, F. Chen, R. Nathanael, J. Jeon, T.K. Liu, V. Stojanović, &ldquo;Design and Demonstration of Micro-electro-mechanical Relay Multipliers,&rdquo; presented at IEEE Asian Solid State Circuit Conference, Jeju, S. Korea, 2011.">4</a>] </sup>.</p>

<a href='http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/fariborzi_relays_01/' title='fariborzi_relays_01'><img width="300" height="225" src="http://www-mtl.mit.edu/wpmu/ar2012/files/2012/07/fariborzi_relays_01-300x225.jpg" class="attachment-medium" alt="Figure 1" /></a>
<a href='http://www-mtl.mit.edu/wpmu/ar2012/designing-complex-digital-systems-with-nano-electro-mechanical-relays/fariborzi_relays_02/' title='fariborzi_relays_02'><img width="300" height="225" src="http://www-mtl.mit.edu/wpmu/ar2012/files/2012/07/fariborzi_relays_02-300x225.jpg" class="attachment-medium" alt="Figure 2" /></a>

<ol class="footnotes"><li id="footnote_0_5920" class="footnote">F. Chen, M. Spencer, R. Nathanael, C. Wang, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković,V. Stojanović, E. Alon, “Demonstration of Integrated Micro-electro-mechanical Switch Circuits for VLSI Applications,” <em>IEEE International Solid-State Circuits Conference Technical Digest</em>, Feb. 2010, pp. 150-151.</li><li id="footnote_1_5920" class="footnote">H. Fariborzi, M. Spencer, V. Karkare, J. Jeon, R. Nathanael, C. Wang, F. Chen, H. Kam, V. Pott, T.K. Liu, E. Alon, V. Stojanović, D. Marković, “Analysis and Demonstration of MEM-relay Power Gating,” presented at <em>IEEE Custom Integrated Circuits Conference, </em>San Jose, CA,<em> </em>2010.</li><li id="footnote_2_5920" class="footnote">M. Spencer, F. Chen, C.C. Wang, R. Nathanael, H. Fariborzi, A. Gupta, H. Kam, V. Pott, J. Jeon, T.K. Liu, D. Marković, E. Alon, V. Stojanović, “Demonstration of Integrated Micro-electro-mechanical Relay Circuits for VLSI Applications,” <em>IEEE</em> <em>Journal of Solid State Circuits, </em>Jan. 2011.</li><li id="footnote_3_5920" class="footnote">H. Fariborzi, F. Chen, R. Nathanael, J. Jeon, T.K. Liu, V. Stojanović, “Design and Demonstration of Micro-electro-mechanical Relay Multipliers,” presented at <em>IEEE Asian Solid State Circuit Conference</em>, Jeju, S. Korea, 2011.</li></ol></div>]]></content:encoded>
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