| 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 | 33 | 2020 |
| 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 | 22 | 2020 |
| KeyRAM: A 0.34 μJ/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 | 14 | 2021 |
| Dbq: A differentiable branch quantizer for lightweight deep neural networks H Dbouk, H Sanghvi, M Mehendale, N Shanbhag Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 10 | 2020 |
| Low-complexity fixed-point convolutional neural networks for automatic target recognition H Dbouk, H Geng, CM Vineyard, NR Shanbhag ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |
| Generalized depthwise-separable convolutions for adversarially robust and efficient neural networks H Dbouk, N Shanbhag Advances in Neural Information Processing Systems 34, 12027-12039, 2021 | 7 | 2021 |
| Adversarial vulnerability of randomized ensembles H Dbouk, N Shanbhag International Conference on Machine Learning, 4890-4917, 2022 | 6 | 2022 |
| Scalable multimedia streaming in wireless networks with device-to-device cooperation K Jahed, S Sharafeddine, A Moussawi, A Abou Daya, H Dbouk, S Kassir, ... Proceedings of the 24th ACM international conference on Multimedia, 762-764, 2016 | 6 | 2016 |
| On the robustness of randomized ensembles to adversarial perturbations H Dbouk, N Shanbhag International Conference on Machine Learning, 7303-7328, 2023 | 5 | 2023 |
| Robust and efficient neural networks: Algorithms, architectures, and circuits H Dbouk University of Illinois at Urbana-Champaign, 2023 | | 2023 |
| The Twelvefold Way of Non-Sequential Lossless Compression TA ur Rahman, AS Barbehenn, X Chen, H Dbouk, JA Douglas, Y Geng, ... 2021 Data Compression Conference (DCC), 336-336, 2021 | | 2021 |
| Low-complexity convolutional neural networks for automatic target recognition H Dbouk University of Illinois at Urbana-Champaign, 2020 | | 2020 |
Naresh ShanbhagProfessor of Electrical and Computer Engineering, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
