| Low-power, adaptive neuromorphic systems: Recent progress and future directions A Basu, J Acharya, T Karnik, H Liu, H Li, JS Seo, C Song IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1), 6-27, 2018 | 110 | 2018 |
| Neuromorphic computing's yesterday, today, and tomorrow–an evolutional view Y Chen, HH Li, C Wu, C Song, S Li, C Min, HP Cheng, W Wen, X Liu Integration 61, 49-61, 2018 | 37 | 2018 |
| A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system C Song, B Liu, W Wen, H Li, Y Chen Non-Volatile Memory Systems and Applications Symposium (NVMSA), 2017 IEEE …, 2017 | 36 | 2017 |
| MAT: A multi-strength adversarial training method to mitigate adversarial attacks C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, Y Chen, H Li 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 476-481, 2018 | 32 | 2018 |
| Improving adversarial robustness in weight-quantized neural networks C Song, E Fallon, H Li arXiv preprint arXiv:2012.14965, 2020 | 17 | 2020 |
| Low-power neuromorphic speech recognition engine with coarse-grain sparsity S Yin, D Kadetotad, B Yan, C Song, Y Chen, C Chakrabarti, J Seo 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 111-114, 2017 | 13 | 2017 |
| Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss HP Cheng, W Wen, C Song, B Liu, H Li, Y Chen 2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2016 | 12 | 2016 |
| Adversarial attack: A new threat to smart devices and how to defend it C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, H Li IEEE Consumer Electronics Magazine 9 (4), 49-55, 2020 | 11 | 2020 |
| Feedback learning for improving the robustness of neural networks C Song, Z Wang, H Li 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 10 | 2019 |
| Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices B Yan, F Chen, Y Zhang, C Song, H Li, Y Chen 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 109-112, 2018 | 5 | 2018 |
| Design techniques of eNVM-enabled neuromorphic computing systems C Song, B Liu, C Liu, H Li, Y Chen 2016 IEEE 34th International Conference on Computer Design (ICCD), 674-677, 2016 | 5 | 2016 |
| A layer-wise adversarial-aware quantization optimization for improving robustness C Song, R Ranjan, H Li arXiv preprint arXiv:2110.12308, 2021 | 4 | 2021 |
| Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing C Song Duke University, 2021 | | 2021 |
| 神經形態計算的過去, 現在, 和未來 陳怡然， 李海， 吳春鵬， 宋暢， 李思成， 閔楚晗， 鄭新白， 溫偉， 劉瀟瀟 電工通訊季刊, 27-48, 2017 | | 2017 |
Hai LiClare Boothe Luce Professor of Electrical and Computer EngineeringVerified email at duke.edu
