| Approximate softmax functions for energy-efficient deep neural networks K Chen, Y Gao, H Waris, W Liu, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 31 (1), 4-16, 2022 | 40 | 2022 |
| Efficient implementations of reduced precision redundancy (RPR) multiply and accumulate (MAC) K Chen, L Chen, P Reviriego, F Lombardi IEEE Transactions on Computers 68 (5), 784-790, 2018 | 40 | 2018 |
| Edge-side fine-grained sparse CNN accelerator with efficient dynamic pruning scheme B Wu, T Yu, K Chen, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers 71 (3), 1285-1298, 2024 | 32 | 2024 |
| MLiM: High-performance magnetic logic in-memory scheme with unipolar switching SOT-MRAM B Wu, H Zhu, K Chen, C Yan, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers 70 (6), 2412-2424, 2023 | 28 | 2023 |
| Two approximate voting schemes for reliable computing K Chen, J Han, F Lombardi IEEE Transactions on Computers 66 (7), 1227-1239, 2017 | 24 | 2017 |
| Matrix multiplication by an inexact systolic array K Chen, F Lombardi, J Han Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015 | 24 | 2015 |
| Fully learnable hyperdimensional computing framework with ultratiny accelerator for edge-side applications T Yu, B Wu, K Chen, G Zhang, W Liu IEEE Transactions on Computers 73 (2), 574-585, 2023 | 19 | 2023 |
| Profile-based output error compensation for approximate arithmetic circuits K Chen, W Liu, J Han, F Lombardi IEEE Transactions on Circuits and Systems I: Regular Papers 67 (12), 4707-4718, 2020 | 19 | 2020 |
| Design of an approximate FFT processor based on approximate complex multipliers J Du, K Chen, P Yin, C Yan, W Liu 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 308-313, 2021 | 18 | 2021 |
| Reduced precision redundancy for reliable processing of data S Liu, K Chen, P Reviriego, W Liu, A Louri, F Lombardi IEEE Transactions on Emerging Topics in Computing 9 (4), 1960-1971, 2019 | 17 | 2019 |
| An energy-efficient computing-in-memory (CiM) scheme using field-free spin-orbit torque (SOT) magnetic RAMs B Wu, H Zhu, D Reis, Z Wang, Y Wang, K Chen, W Liu, F Lombardi, ... IEEE Transactions on Emerging Topics in Computing 11 (2), 331-342, 2023 | 14 | 2023 |
| GBC: An energy-efficient LSTM accelerator with gating units level balanced compression strategy B Wu, Z Wang, K Chen, C Yan, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers 69 (9), 3655-3665, 2022 | 13 | 2022 |
| Design and evaluation of two MTJ-based content addressable non-volatile memory cells K Chen, J Han, F Lombardi 2013 13th IEEE International Conference on Nanotechnology (IEEE-NANO 2013 …, 2013 | 12 | 2013 |
| Toward efficient retraining: A large-scale approximate neural network framework with cross-layer optimization T Yu, B Wu, K Chen, C Yan, W Liu IEEE Transactions on Very Large Scale Integration (VLSI) Systems 32 (6 …, 2024 | 10 | 2024 |
| On the nonvolatile performance of flip-flop/SRAM cells with a single MTJ K Chen, J Han, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (6 …, 2014 | 10 | 2014 |
| On the restore operation in MTJ-based nonvolatile SRAM cells K Chen, J Han, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (11 …, 2014 | 9 | 2014 |
| Exact and approximate squarers for error-tolerant applications K Chen, C Xu, H Waris, W Liu, P Montuschi, F Lombardi IEEE Transactions on Computers 72 (7), 2120-2126, 2022 | 8 | 2022 |
| Data stream oriented fine-grained sparse CNN accelerator with efficient unstructured pruning strategy T Yu, B Wu, K Chen, C Yan, W Liu Proceedings of the Great Lakes Symposium on VLSI 2022, 243-248, 2022 | 8 | 2022 |
| An approximate voting scheme for reliable computing K Chen, F Lombardi, J Han 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 293-296, 2015 | 8 | 2015 |
| Memristor-based approximate query architecture for in-memory hyperdimensional computing T Yu, B Wu, K Chen, G Zhang, W Liu IEEE Transactions on Computers, 2024 | 7 | 2024 |
Weiqiang LiuProfessor, Nanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
