\n\n\n\n
Current Undergraduate students in the lab. <\/h3>\n\n\n\n- Feiqian Zhu<\/strong> – Mentors: Tianmu and Wojciech. Working on a 3PXNet compiler for binarized, sparse Neural Network implementations.
- Feiqian’s 2021 Undergraduate Research Week presentation recording: “Investigate benefits of implementing variable bitwidth neutral networks using binarized operations.<\/em><\/strong>” <\/a><\/li><\/ul><\/li>
- Brianna McColm <\/strong>– Mentors: Irina and Saptadeep. Working on flexible 2.5D integration substrates.
- Brianna’s 2021 Undergraduate Research Week presentation recording: “Visualizing a Standard Interposer Breadboard Scheme Utilizing Linear Placement to Minimize Layers and Wire Crossings while Accommodating Multiple Systems with Associated Peripherals<\/em><\/strong>“<\/a><\/li><\/ul><\/li>
- Michael Wang <\/strong>– Mentors: Irina. Working on Enabling architecture simulators for NVM research.<\/li>
- Senyang Jiang<\/strong> – Working on enabling virtual dentistry education.<\/li>
- Vaibhav Gupta<\/strong> – Working on approximate arithmetic.<\/li>
- Siddharth Nandy<\/strong> – Mentors: Wojciech. Working on a neural network compiler for stochastic computing accelerators.<\/li><\/ol>\n\n\n\n
\n\n\n\nPrevious Undergraduate Reports<\/h3>\n\n\n\n
[UG10] 
<\/a> T. Melton, “Software Simulation of Stochastic Computing Machine Learning Accelerators,” University of California, Los Angeles 2020. @techreport{UG10,\nauthor = {Melton, Tristan},\ninstitution = {University of California, Los Angeles},\ntitle = {{Software Simulation of Stochastic Computing Machine Learning Accelerators}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG11] <\/a> F. Zhu, “Implementing a 3PXNet Compiler,” University of California, Los Angeles 2020. @techreport{UG11,\nauthor = {Zhu, Feiqian},\ninstitution = {University of California, Los Angeles},\ntitle = {{Implementing a 3PXNet Compiler}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG12] <\/a> M. Wang, “Course Inference,” University of California, Los Angeles 2020. @techreport{UG12,\nauthor = {Wang, Michael},\ninstitution = {University of California, Los Angeles},\ntitle = {{Course Inference}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG9] ![\"[PDF]\"\/](https:\/\/nanocad.ee.ucla.edu\/wp-content\/plugins\/papercite\/img\/iconfinder_pdf_272699.svg)
<\/a> A. Deng, “Dynamic programming approach to adaptive slicing for optimization under a global volumetric error constraint,” University of California, Los Angeles 2018. @techreport{UG9,\nauthor = {Deng, Andrew},\ninstitution = {University of California, Los Angeles},\ntitle = {{Dynamic programming approach to adaptive slicing for optimization under a global volumetric error constraint}},\nyear = {2018}\n}<\/code><\/pre><\/div> <\/br> [UG8] <\/a> B. Toy, “Unipolar Multiplication in Stochastic Computing,” University of California, Los Angeles 2017. @techreport{UG8,\nauthor = {Toy, Brandon},\ninstitution = {University of California, Los Angeles},\ntitle = {{Unipolar Multiplication in Stochastic Computing}},\nyear = {2017}\n}<\/code><\/pre><\/div> <\/br> [UG7] <\/a> X. Huang, “Statistical Static Timing Analysis in the UCLA Timer,” University of California, Los Angeles 2012. @techreport{UG7,\nauthor = {Huang, XinHeng},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG7_paper.pdf},\ntitle = {{Statistical Static Timing Analysis in the UCLA Timer}},\nyear = {2012}\n}<\/code><\/pre><\/div> <\/br> [UG3] <\/a> R. Wiley, “Performance variability analysis of the opensparc architecture on fpgas,” University of California, Los Angeles 2011. @techreport{UG3,\nauthor = {Wiley, Richard},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/FPGAPerformance_Richard.pdf},\ntitle = {Performance Variability Analysis of the OpenSPARC Architecture on FPGAs},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG4] <\/a> J. Yam, “Improving performance of an nbti simulator,” University of California, Los Angeles 2011. @techreport{UG4,\nauthor = {Yam, Johnny},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/NBTISim_Johnny.pdf},\ntitle = {Improving Performance of an NBTI Simulator},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG5] <\/a> M. Gottscho, “Analyzing power variability of ddr3 dual inline memory modules,” University of California, Los Angeles 2011. @techreport{UG5,\nauthor = {Gottscho, Mark},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG2_paper.pdf},\ntitle = {Analyzing Power Variability of DDR3 Dual Inline Memory Modules},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG1] <\/a> D. Liu, “Batch Processing: The Complete Synthesize, Place, and Route Flow,” University of California, Los Angeles 2010. @techreport{UG1,\nauthor = {Liu, Daniel},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG1_paper.pdf},\ntitle = {Batch {P}rocessing: {T}he {C}omplete {S}ynthesize, {P}lace, and {R}oute {F}low},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [UG2] <\/a> D. Srinivasan, “Full Automation and Testing of Incorrect Logic Modules,” University of California, Los Angeles 2010. @techreport{UG2,\nauthor = {Srinivasan, Dheeraj},\ninstitution = {University of California, Los Angeles},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG2_slides.pdf},\ntitle = {Full {A}utomation and {T}esting of {I}ncorrect {L}ogic {M}odules},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [UG6] <\/a> S. Mok, “Propagation Delay Approximation Considering Effective Capacitance and Slew Degradation,” University of California, Los Angeles 2009. @techreport{UG6,\nauthor = {Mok, Santiago},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG6_paper.pdf},\ntitle = {{Propagation Delay Approximation Considering Effective Capacitance and Slew Degradation}},\nyear = {2009}\n}<\/code><\/pre><\/div> <\/br> <\/ul> <\/p>\n\n\n\n
\n\n\n\nHigh-School Student Projects <\/h2>\n\n\n\nCurrent High School students engaged in the lab <\/h3>\n\n\n\n
<\/p>\n\n\n\n
\n\n\n\nPrevious High School Reports<\/h3>\n\n\n\n
[OR1] ![\"[PDF]\"\/](https:\/\/nanocad.ee.ucla.edu\/wp-content\/plugins\/papercite\/img\/pdf.png)
<\/a> F. Ke, “Quasi-monte carlo methods for measuring wafer profit,” Arcadia High School 2010. @techreport{OR1,\nauthor = {Ke, Fengyu},\ninstitution = {Arcadia High School},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR1_paper.pdf},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR1_slides.pdf},\ntitle = {Quasi-Monte Carlo Methods for Measuring Wafer Profit},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [OR2] <\/a> Y. Kumar and B. Loo, “Robustness of numerical representations,” Mission San Jose High School and South Pasadena High School 2011. @techreport{OR2,\nauthor = {Yashas Kumar and Brianna Loo},\ninstitution = { Mission San Jose High School and South Pasadena High School},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR2_paper.pdf},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR2_slides.pdf},\ntitle = {Robustness of Numerical Representations},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> <\/ul> <\/p>\n\n\n\n
\n\n\n\nLos Angeles Computing Circle <\/h2>\n\n\n\n
Originally supported by NSF Variability Expedition<\/a>, Prof. Mani Srivastava, Prof. Lara Dolecek and Prof. Puneet Gupta set up an all-year weekend + summer program to introduce high school students to wide applicability of computing. See the LACC website here. <\/a><\/p>\n\n\n\n.\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
Undergraduate Student Projects At any given time NanoCAD Lab has 1-3 undergraduate student researchers involved. Information about requirements and how to apply here. Current Undergraduate…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":157,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-176","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=176"}],"version-history":[{"count":11,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176\/revisions"}],"predecessor-version":[{"id":905,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176\/revisions\/905"}],"up":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/157"}],"wp:attachment":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- Feiqian’s 2021 Undergraduate Research Week presentation recording: “Investigate benefits of implementing variable bitwidth neutral networks using binarized operations.<\/em><\/strong>” <\/a><\/li><\/ul><\/li>
- Brianna McColm <\/strong>– Mentors: Irina and Saptadeep. Working on flexible 2.5D integration substrates.
- Brianna’s 2021 Undergraduate Research Week presentation recording: “Visualizing a Standard Interposer Breadboard Scheme Utilizing Linear Placement to Minimize Layers and Wire Crossings while Accommodating Multiple Systems with Associated Peripherals<\/em><\/strong>“<\/a><\/li><\/ul><\/li>
- Michael Wang <\/strong>– Mentors: Irina. Working on Enabling architecture simulators for NVM research.<\/li>
- Senyang Jiang<\/strong> – Working on enabling virtual dentistry education.<\/li>
- Vaibhav Gupta<\/strong> – Working on approximate arithmetic.<\/li>
- Siddharth Nandy<\/strong> – Mentors: Wojciech. Working on a neural network compiler for stochastic computing accelerators.<\/li><\/ol>\n\n\n\n
\n\n\n\nPrevious Undergraduate Reports<\/h3>\n\n\n\n
- [UG10]
<\/a> T. Melton, “Software Simulation of Stochastic Computing Machine Learning Accelerators,” University of California, Los Angeles 2020. @techreport{UG10,\nauthor = {Melton, Tristan},\ninstitution = {University of California, Los Angeles},\ntitle = {{Software Simulation of Stochastic Computing Machine Learning Accelerators}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG11]<\/a> F. Zhu, “Implementing a 3PXNet Compiler,” University of California, Los Angeles 2020. @techreport{UG11,\nauthor = {Zhu, Feiqian},\ninstitution = {University of California, Los Angeles},\ntitle = {{Implementing a 3PXNet Compiler}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG12]<\/a> M. Wang, “Course Inference,” University of California, Los Angeles 2020. @techreport{UG12,\nauthor = {Wang, Michael},\ninstitution = {University of California, Los Angeles},\ntitle = {{Course Inference}},\nyear = {2020}\n}<\/code><\/pre><\/div> <\/br> [UG9]<\/a> A. Deng, “Dynamic programming approach to adaptive slicing for optimization under a global volumetric error constraint,” University of California, Los Angeles 2018. @techreport{UG9,\nauthor = {Deng, Andrew},\ninstitution = {University of California, Los Angeles},\ntitle = {{Dynamic programming approach to adaptive slicing for optimization under a global volumetric error constraint}},\nyear = {2018}\n}<\/code><\/pre><\/div> <\/br> [UG8]<\/a> B. Toy, “Unipolar Multiplication in Stochastic Computing,” University of California, Los Angeles 2017. @techreport{UG8,\nauthor = {Toy, Brandon},\ninstitution = {University of California, Los Angeles},\ntitle = {{Unipolar Multiplication in Stochastic Computing}},\nyear = {2017}\n}<\/code><\/pre><\/div> <\/br> [UG7]<\/a> X. Huang, “Statistical Static Timing Analysis in the UCLA Timer,” University of California, Los Angeles 2012. @techreport{UG7,\nauthor = {Huang, XinHeng},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG7_paper.pdf},\ntitle = {{Statistical Static Timing Analysis in the UCLA Timer}},\nyear = {2012}\n}<\/code><\/pre><\/div> <\/br> [UG3]<\/a> R. Wiley, “Performance variability analysis of the opensparc architecture on fpgas,” University of California, Los Angeles 2011. @techreport{UG3,\nauthor = {Wiley, Richard},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/FPGAPerformance_Richard.pdf},\ntitle = {Performance Variability Analysis of the OpenSPARC Architecture on FPGAs},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG4]<\/a> J. Yam, “Improving performance of an nbti simulator,” University of California, Los Angeles 2011. @techreport{UG4,\nauthor = {Yam, Johnny},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/NBTISim_Johnny.pdf},\ntitle = {Improving Performance of an NBTI Simulator},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG5]<\/a> M. Gottscho, “Analyzing power variability of ddr3 dual inline memory modules,” University of California, Los Angeles 2011. @techreport{UG5,\nauthor = {Gottscho, Mark},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG2_paper.pdf},\ntitle = {Analyzing Power Variability of DDR3 Dual Inline Memory Modules},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> [UG1]<\/a> D. Liu, “Batch Processing: The Complete Synthesize, Place, and Route Flow,” University of California, Los Angeles 2010. @techreport{UG1,\nauthor = {Liu, Daniel},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG1_paper.pdf},\ntitle = {Batch {P}rocessing: {T}he {C}omplete {S}ynthesize, {P}lace, and {R}oute {F}low},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [UG2]<\/a> D. Srinivasan, “Full Automation and Testing of Incorrect Logic Modules,” University of California, Los Angeles 2010. @techreport{UG2,\nauthor = {Srinivasan, Dheeraj},\ninstitution = {University of California, Los Angeles},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG2_slides.pdf},\ntitle = {Full {A}utomation and {T}esting of {I}ncorrect {L}ogic {M}odules},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [UG6]<\/a> S. Mok, “Propagation Delay Approximation Considering Effective Capacitance and Slew Degradation,” University of California, Los Angeles 2009. @techreport{UG6,\nauthor = {Mok, Santiago},\ninstitution = {University of California, Los Angeles},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/UG6_paper.pdf},\ntitle = {{Propagation Delay Approximation Considering Effective Capacitance and Slew Degradation}},\nyear = {2009}\n}<\/code><\/pre><\/div> <\/br> <\/ul> <\/p>\n\n\n\n
\n\n\n\nHigh-School Student Projects <\/h2>\n\n\n\n
Current High School students engaged in the lab <\/h3>\n\n\n\n
<\/p>\n\n\n\n
\n\n\n\nPrevious High School Reports<\/h3>\n\n\n\n
- [OR1]
<\/a> F. Ke, “Quasi-monte carlo methods for measuring wafer profit,” Arcadia High School 2010. @techreport{OR1,\nauthor = {Ke, Fengyu},\ninstitution = {Arcadia High School},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR1_paper.pdf},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR1_slides.pdf},\ntitle = {Quasi-Monte Carlo Methods for Measuring Wafer Profit},\nyear = {2010}\n}<\/code><\/pre><\/div> <\/br> [OR2]<\/a> Y. Kumar and B. Loo, “Robustness of numerical representations,” Mission San Jose High School and South Pasadena High School 2011. @techreport{OR2,\nauthor = {Yashas Kumar and Brianna Loo},\ninstitution = { Mission San Jose High School and South Pasadena High School},\npaperurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR2_paper.pdf},\nslideurl = {http:\/\/nanocad.ee.ucla.edu\/pub\/Main\/Publications\/OR2_slides.pdf},\ntitle = {Robustness of Numerical Representations},\nyear = {2011}\n}<\/code><\/pre><\/div> <\/br> <\/ul> <\/p>\n\n\n\n
\n\n\n\nLos Angeles Computing Circle <\/h2>\n\n\n\n
Originally supported by NSF Variability Expedition<\/a>, Prof. Mani Srivastava, Prof. Lara Dolecek and Prof. Puneet Gupta set up an all-year weekend + summer program to introduce high school students to wide applicability of computing. See the LACC website here. <\/a><\/p>\n\n\n\n
.\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
Undergraduate Student Projects At any given time NanoCAD Lab has 1-3 undergraduate student researchers involved. Information about requirements and how to apply here. Current Undergraduate…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":157,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-176","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=176"}],"version-history":[{"count":11,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176\/revisions"}],"predecessor-version":[{"id":905,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/176\/revisions\/905"}],"up":[{"embeddable":true,"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=\/wp\/v2\/pages\/157"}],"wp:attachment":[{"href":"https:\/\/nanocad.ee.ucla.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- Michael Wang <\/strong>– Mentors: Irina. Working on Enabling architecture simulators for NVM research.<\/li>
- Brianna McColm <\/strong>– Mentors: Irina and Saptadeep. Working on flexible 2.5D integration substrates.