Chang Song

14 papers A 1C 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2021 — —
Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing.
Chang Song
2020 J jnl
Adversarial Attack: A New Threat to Smart Devices and How to Defend It.
IEEE Consumer Electron. Mag.
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li
2020 J jnl
Improving Adversarial Robustness in Weight-quantized Neural Networks.
CoRR
Chang Song, Elias Fallon, Hai Helen Li
2019 C conf
Feedback Learning for Improving the Robustness of Neural Networks.
ICMLA
Chang Song, Zuoguan Wang, Hai Li
2019 J jnl
Feedback Learning for Improving the Robustness of Neural Networks.
CoRR
Chang Song, Zuoguan Wang, Hai Li
2018 A conf
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices.
DATE
Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
2018 J jnl
Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Arindam Basu, Jyotibdha Acharya, Tanay Karnik, Huichu Liu, Hai Helen Li, Jae-sun Seo, Chang Song
2018 — conf
MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.
ISVLSI
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li
2018 J jnl
Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view.
Integr.
Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu
2017 J jnl
A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.
CoRR
Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu
2017 — conf
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.
NVMSA
Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen
2017 — conf
Low-power neuromorphic speech recognition engine with coarse-grain sparsity.
ASP-DAC
Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo
2016 C conf
Design techniques of eNVM-enabled neuromorphic computing systems.
ICCD
Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
2016 — conf
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.
NANOARCH
Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen