| A multi-functional in-memory inference processor using a standard 6T SRAM array M Kang, SK Gonugondla, A Patil, NR Shanbhag IEEE Journal of Solid-State Circuits 53 (2), 642-655, 2018 | 248 | 2018 |
| A 42pJ/decision 3.12 TOPS/W robust in-memory machine learning classifier with on-chip training SK Gonugondla, M Kang, N Shanbhag 2018 IEEE International Solid-State Circuits Conference-(ISSCC), 490-492, 2018 | 218 | 2018 |
| A variation-tolerant in-memory machine learning classifier via on-chip training SK Gonugondla, M Kang, NR Shanbhag IEEE Journal of Solid-State Circuits 53 (11), 3163-3173, 2018 | 125 | 2018 |
| Multi-lingual evaluation of code generation models B Athiwaratkun, SK Gouda, Z Wang, X Li, Y Tian, M Tan, WU Ahmad, ... arXiv preprint arXiv:2210.14868, 2022 | 114* | 2022 |
| An in-memory VLSI architecture for convolutional neural networks M Kang, S Lim, S Gonugondla, NR Shanbhag IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (3 …, 2018 | 85 | 2018 |
| PROMISE: An end-to-end design of a programmable mixed-signal accelerator for machine-learning algorithms P Srivastava, M Kang, SK Gonugondla, S Lim, J Choi, V Adve, NS Kim, ... 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018 | 71 | 2018 |
| Hand talk-implementation of a gesture recognizing glove C Preetham, G Ramakrishnan, S Kumar, A Tamse, N Krishnapura 2013 Texas Instruments India Educators' Conference, 328-331, 2013 | 68 | 2013 |
| A 19.4-nJ/decision, 364-K decisions/s, in-memory random forest multi-class inference accelerator M Kang, SK Gonugondla, S Lim, NR Shanbhag IEEE Journal of Solid-State Circuits 53 (7), 2126-2135, 2018 | 65 | 2018 |
| An MRAM-based deep in-memory architecture for deep neural networks AD Patil, H Hua, S Gonugondla, M Kang, NR Shanbhag 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 55 | 2019 |
| A 19.4 nJ/decision 364K decisions/s in-memory random forest classifier in 6T SRAM array M Kang, SK Gonugondla, NR Shanbhag ESSCIRC 2017-43rd IEEE European Solid State Circuits Conference, 263-266, 2017 | 49 | 2017 |
| An energy-efficient memory-based high-throughput VLSI architecture for convolutional networks M Kang, SK Gonugondla, MS Keel, NR Shanbhag 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 48 | 2015 |
| Fundamental limits on the precision of in-memory architectures SK Gonugondla, C Sakr, H Dbouk, NR Shanbhag Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 44 | 2020 |
| Deep in-memory architectures in SRAM: An analog approach to approximate computing M Kang, SK Gonugondla, NR Shanbhag Proceedings of the IEEE 108 (12), 2251-2275, 2020 | 39 | 2020 |
| A 481pJ/decision 3.4 M decision/s multifunctional deep in-memory inference processor using standard 6T SRAM array M Kang, S Gonugondla, A Patil, N Shanbhag arXiv preprint arXiv:1610.07501, 2016 | 36 | 2016 |
| Energy-efficient deep in-memory architecture for NAND flash memories SK Gonugondla, M Kang, Y Kim, M Helm, S Eilert, N Shanbhag 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 33 | 2018 |
| GDOT: A graphene-based nanofunction for dot-product computation NC Wang, SK Gonugondla, I Nahlus, NR Shanbhag, E Pop 2016 IEEE Symposium on VLSI Technology, 1-2, 2016 | 31* | 2016 |
| A 0.44-μJ/dec, 39.9-μs/dec, Recurrent Attention In-Memory Processor for Keyword Spotting H Dbouk, SK Gonugondla, C Sakr, NR Shanbhag IEEE Journal of Solid-State Circuits 56 (7), 2234-2244, 2020 | 27 | 2020 |
| KeyRAM: A 0.34 uJ/decision 18 k decisions/s recurrent attention in-memory processor for keyword spotting H Dbouk, SK Gonugondla, C Sakr, NR Shanbhag 2020 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2020 | 18 | 2020 |
| Fundamental limits on energy-delay-accuracy of in-memory architectures in inference applications SK Gonugondla, C Sakr, H Dbouk, NR Shanbhag IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 17 | 2021 |
| SWIPE: Enhancing robustness of ReRAM crossbars for in-memory computing SK Gonugondla, AD Patil, NR Shanbhag Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 13 | 2020 |
Naresh ShanbhagProfessor of Electrical and Computer Engineering, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
