Chang Song

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 13

Top Topics

Recent Progress

Learning Process

Computing Systems

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li
Adversarial Attack: A New Threat to Smart Devices and How to Defend It. IEEE Consumer Electron. Mag. 9 (4) (2020)
Chang Song, Elias Fallon, Hai Helen Li
Improving Adversarial Robustness in Weight-quantized Neural Networks. CoRR (2020)
Chang Song, Zuoguan Wang, Hai Li
Feedback Learning for Improving the Robustness of Neural Networks. CoRR (2019)
Chang Song, Zuoguan Wang, Hai Li
Feedback Learning for Improving the Robustness of Neural Networks. ICMLA (2019)
Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu
Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. Integr. 61 (2018)
Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. DATE (2018)
Arindam Basu, Jyotibdha Acharya, Tanay Karnik, Huichu Liu, Hai Helen Li, Jae-sun Seo, Chang Song
Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (1) (2018)
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li
MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. ISVLSI (2018)
Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo
Low-power neuromorphic speech recognition engine with coarse-grain sparsity. ASP-DAC (2017)
Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system. NVMSA (2017)
Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu
A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. CoRR (2017)
Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
Design techniques of eNVM-enabled neuromorphic computing systems. ICCD (2016)
Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss. NANOARCH (2016)