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Chang Song
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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
1112018
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
402018
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
362017
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
322018
Improving adversarial robustness in weight-quantized neural networks
C Song, E Fallon, H Li
arXiv preprint arXiv:2012.14965, 2020
182020
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
132017
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
122016
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
112020
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
102019
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
52018
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
52016
A layer-wise adversarial-aware quantization optimization for improving robustness
C Song, R Ranjan, H Li
arXiv preprint arXiv:2110.12308, 2021
42021
Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing
C Song
Duke University, 2021
12021
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
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