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Ternary Weights Engine For Efficient Many Channels Spike Sorting Applications - Revision history
2024-03-29T06:29:17Z
Revision history for this page on the wiki
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http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=5028&oldid=prev
Adimauro at 08:05, 18 November 2019
2019-11-18T08:05:08Z
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<td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 08:05, 18 November 2019</td>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>===Professor===</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>===Professor===</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>* The IIS/DZ coding guidelines [http://eda.ee.ethz.ch/index.php/Naming_Conventions]</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>* The IIS/DZ coding guidelines [http://eda.ee.ethz.ch/index.php/Naming_Conventions]</div></td></tr>
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Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=5027&oldid=prev
Adimauro at 08:01, 18 November 2019
2019-11-18T08:01:30Z
<p></p>
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<td colspan='2' style="background-color: white; color:black; text-align: center;">← Older revision</td>
<td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 08:01, 18 November 2019</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l19" >Line 19:</td>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise to help you fill in the gap.</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise to help you fill in the gap.</div></td></tr>
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<tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>===Status: <del class="diffchange diffchange-inline">In progress </del>===</div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>===Status: <ins class="diffchange diffchange-inline">Completed </ins>===</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>: Supervision: [[:User:Adimauro | Alfio Di Mauro]]</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>: Supervision: [[:User:Adimauro | Alfio Di Mauro]]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>: Supervision: [[:User:Fconti | Francesco Conti]]</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>: Supervision: [[:User:Fconti | Francesco Conti]]</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>[[Category:Event-Driven Computing]]  </div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>[[Category:Event-Driven Computing]]  </div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>[[Category:Digital]]</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>[[Category:Digital]]</div></td></tr>
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Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4864&oldid=prev
Adimauro: /* Project description */
2019-09-05T17:44:10Z
<p><span dir="auto"><span class="autocomment">Project description</span></span></p>
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<td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 17:44, 5 September 2019</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l4" >Line 4:</td>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>The goal of this project is to explore new algorithms for spike sorting, capable to exploit the intrinsic correlations among neighboring channels in Multi Electrode Arrays. The algorithm should be capable to identify the activity of a single neuron, and separate it from the activity of close-by neurons. In this project we target implantable applications (e.g. Brain Machine Interfaces), therefore the available power budget allocated for the algorithm execution is highly constrained by the amount of power that can be dissipated by brain tissues. In order to achieve this goal, in a second phase of the project we aim at designing a dedicated hardware engine operating on MEAs data streams.</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>The goal of this project is to explore new algorithms for spike sorting, capable to exploit the intrinsic correlations among neighboring channels in Multi Electrode Arrays. The algorithm should be capable to identify the activity of a single neuron, and separate it from the activity of close-by neurons. In this project we target implantable applications (e.g. Brain Machine Interfaces), therefore the available power budget allocated for the algorithm execution is highly constrained by the amount of power that can be dissipated by brain tissues. In order to achieve this goal, in a second phase of the project we aim at designing a dedicated hardware engine operating on MEAs data streams.</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">The student is required to:</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* Evaluate different algorithms and select the most suitable for the proposed application</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* propose a hardware implementation for the algorithm</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* Verify the implementation</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* Evaluate Power/Performance/Area of the proposed implementation.</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Required Skills==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Required Skills==</div></td></tr>
</table>
Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4863&oldid=prev
Adimauro: /* Project description */
2019-09-05T17:40:30Z
<p><span dir="auto"><span class="autocomment">Project description</span></span></p>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Project description==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Project description==</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">The goal of this project is to explore new algorithms for spike sorting, capable to exploit the intrinsic correlations among neighboring channels in Multi Electrode Arrays. The algorithm should be capable to identify the activity of a single neuron, and separate it from the activity of close-by neurons. In this project we target implantable applications (e.g. Brain Machine Interfaces), therefore the available power budget allocated for the algorithm execution is highly constrained by the amount of power that can be dissipated by brain tissues. In order to achieve this goal, in a second phase of the project we aim at designing a dedicated hardware engine operating on MEAs data streams.</ins></div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Required Skills==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Required Skills==</div></td></tr>
<!-- diff cache key iis_projects:diff:version:1.11a:oldid:4862:newid:4863 -->
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Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4862&oldid=prev
Adimauro: /* Introduction */
2019-09-05T17:25:58Z
<p><span dir="auto"><span class="autocomment">Introduction</span></span></p>
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<td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 17:25, 5 September 2019</td>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Introduction==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Introduction==</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">Over the last five decades, the number of simultaneously recorded neurons has doubled approximately every 7 year [Stevenson2011]. This trend motivates researchers to find new approaches to analyse and process the increasing amount of collected data, which grows linearly with the number of recording channels. Implantable Multi Electrode Arrays (MEAs) are becoming more and more dense, reaching a spatial resolution smaller than the physical distance between neurons. Contrarily to what happens in neural recording employing tetrodes, in this scenario, the data streams that reflect the underlying neuron activity can present high spatial correlation among neighboring channels. This poses new challenges related to data acquisition and processing of those signals, since standard spike sorting approaches can not efficiently employed anymore.</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Project description==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Project description==</div></td></tr>
</table>
Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4861&oldid=prev
Adimauro: /* Literature */
2019-09-05T17:06:08Z
<p><span dir="auto"><span class="autocomment">Literature</span></span></p>
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<td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 17:06, 5 September 2019</td>
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<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Literature==</div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Literature==</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>[<del class="diffchange diffchange-inline">adimauro</del>] <del class="diffchange diffchange-inline">A</del>. <del class="diffchange diffchange-inline">Di Mauro, F</del>. <del class="diffchange diffchange-inline">Conti and L</del>. <del class="diffchange diffchange-inline">Benini, "An ultra</del>-<del class="diffchange diffchange-inline">low power Address</del>-Event <del class="diffchange diffchange-inline">sensor interface for energy</del>-<del class="diffchange diffchange-inline">proportional time</del>-<del class="diffchange diffchange-inline">to-information extraction," 2017 54th ACM</del>/<del class="diffchange diffchange-inline">EDAC</del>/<del class="diffchange diffchange-inline">IEEE Design Automation Conference (DAC), Austin, TX, 2017, pp</del>. <del class="diffchange diffchange-inline">1-6</del>.</div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">* </ins>[<ins class="diffchange diffchange-inline">Stevenson2011</ins>] <ins class="diffchange diffchange-inline">How advances in neural recording affect data analysis [https://www</ins>.<ins class="diffchange diffchange-inline">nature</ins>.<ins class="diffchange diffchange-inline">com/articles/nn</ins>.<ins class="diffchange diffchange-inline">2731.pdf]</ins></div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del class="diffchange diffchange-inline">doi</del>: 10.<del class="diffchange diffchange-inline">1145</del>/<del class="diffchange diffchange-inline">3061639.3062201</del></div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">* [Rovere2017] A 2.2 µW Cognitive Always</ins>-<ins class="diffchange diffchange-inline">On Wake</ins>-<ins class="diffchange diffchange-inline">Up Circuit for </ins>Event-<ins class="diffchange diffchange-inline">Driven Duty</ins>-<ins class="diffchange diffchange-inline">Cycling of IoT Sensor Nodes [https:</ins>//<ins class="diffchange diffchange-inline">ieeexplore</ins>.<ins class="diffchange diffchange-inline">ieee.org/stamp/stamp</ins>.<ins class="diffchange diffchange-inline">jsp?arnumber=8341765]</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">* [Liu2018] Event-driven processing for hardware-efficient neural spike sorting [https</ins>:<ins class="diffchange diffchange-inline">//iopscience.iop.org/article/</ins>10.<ins class="diffchange diffchange-inline">1088/1741-2552</ins>/<ins class="diffchange diffchange-inline">aa9124/meta]</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Links==  </div></td><td class='diff-marker'> </td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>==Links==  </div></td></tr>
</table>
Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4859&oldid=prev
Adimauro: Adimauro moved page Event Driven Spike sorting engine to Ternary Weights Engine For Efficient Many Channels Spike Sorting Applications
2019-09-05T17:03:22Z
<p>Adimauro moved page <a href="/index.php?title=Event_Driven_Spike_sorting_engine" class="mw-redirect" title="Event Driven Spike sorting engine">Event Driven Spike sorting engine</a> to <a href="/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications" title="Ternary Weights Engine For Efficient Many Channels Spike Sorting Applications">Ternary Weights Engine For Efficient Many Channels Spike Sorting Applications</a></p>
<table class="diff diff-contentalign-left" data-mw="interface">
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<td colspan='1' style="background-color: white; color:black; text-align: center;">Revision as of 17:03, 5 September 2019</td>
</tr><tr><td colspan='2' style='text-align: center;' lang='en'><div class="mw-diff-empty">(No difference)</div>
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Adimauro
http://iis-projects.ee.ethz.ch/index.php?title=Ternary_Weights_Engine_For_Efficient_Many_Channels_Spike_Sorting_Applications&diff=4858&oldid=prev
Adimauro: Created page with "==Introduction== ==Project description== ==Required Skills== To work on this project, you will need: * to have worked in the past with at least one RTL language (SystemVe..."
2019-09-05T16:55:11Z
<p>Created page with "==Introduction== ==Project description== ==Required Skills== To work on this project, you will need: * to have worked in the past with at least one RTL language (SystemVe..."</p>
<p><b>New page</b></p><div>==Introduction==<br />
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==Project description==<br />
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==Required Skills==<br />
To work on this project, you will need:<br />
* to have worked in the past with at least one RTL language (SystemVerilog or Verilog or VHDL) - having followed the VLSI1 / VLSI2 courses is recommended<br />
* basic familiarity with a scripting language for deep learning ('''Python''' or '''Lua'''…)<br />
* a lot of patience!<br />
* to be strongly motivated for a difficult but super-cool project<br />
If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise to help you fill in the gap.<br />
<br />
===Status: In progress ===<br />
: Supervision: [[:User:Adimauro | Alfio Di Mauro]]<br />
: Supervision: [[:User:Fconti | Francesco Conti]]<br />
[[Category:Digital]] [[Category:In progress]] [[Category:Master Thesis]] [[Category:2018]]<br />
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===Professor===<br />
: [http://www.iis.ee.ethz.ch/portrait/staff/lbenini.en.html Luca Benini]<br />
[[#top|↑ top]]<br />
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==Practical Details==<br />
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===Meetings & Presentations===<br />
The students and advisor(s) agree on weekly meetings to discuss all relevant decisions and decide on how to proceed. Of course, additional meetings can be organized to address urgent issues. <br />
<br />
Around the middle of the project there is a design review, where senior members of the lab review your work (bring all the relevant information, such as prelim. specifications, block diagrams, synthesis reports, testing strategy, ...) to make sure everything is on track and decide whether further support is necessary. They also make the definite decision on whether the chip is actually manufactured (no reason to worry, if the project is on track) and whether more chip area, a different package, ... is provided. For more details confer to [http://eda.ee.ethz.ch/index.php/Design_review]. <br />
<br />
At the end of the project, you have to present/defend your work during a 15 min. presentation and 5 min. of discussion as part of the IIS colloquium.<br />
<br />
* '''[[Project Plan]]'''<br />
* '''[[Project Meetings]]'''<br />
* '''[[Design Review]]'''<br />
* '''[[Coding Guidelines]]'''<br />
* '''[[Final Report]]'''<br />
* '''[[Final Presentation]]'''<br />
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<br />
==Literature==<br />
[adimauro] A. Di Mauro, F. Conti and L. Benini, "An ultra-low power Address-Event sensor interface for energy-proportional time-to-information extraction," 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), Austin, TX, 2017, pp. 1-6.<br />
doi: 10.1145/3061639.3062201<br />
<br />
==Links== <br />
* The EDA wiki with lots of information on the ETHZ ASIC design flow (internal only) [http://eda.ee.ethz.ch/]<br />
* The IIS/DZ coding guidelines [http://eda.ee.ethz.ch/index.php/Naming_Conventions]<br />
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[[Category:Event-Driven Computing]] <br />
[[Category:In progress]]<br />
[[Category:Master Thesis]]<br />
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Adimauro