Design techniques of eNVM-enabled neuromorphic computing systems. - Chang Song 001; Beiye Liu; Chenchen Liu; Hai Li 001; Yiran Chen 001 (ICCD, 2016)

Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss. - Hsin-Pai Cheng; Wei Wen; Chang Song 001; Beiye Liu; Hai Li 001; Yiran Chen 001 (NANOARCH, 2016)

Low-power neuromorphic speech recognition engine with coarse-grain sparsity. - Shunti Yin; Deepak Kadetotad; Bonan Yan; Chang Song 001; Yiran Chen 001; Chaitali Chakrabarti; Jae-sun Seo (ASP-DAC, 2017)

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system. - Chang Song 001; Beiye Liu; Wei Wen; Hai Li 001; Yiran Chen 001 (NVMSA, 2017)

A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Qing Wu 002 (CoRR, 2017)

Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. - Bonan Yan; Fan Chen 001; Yaojun Zhang; Chang Song 001; Hai Li 001; Yiran Chen 001 (DATE, 2018)

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ISVLSI, 2018)

Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions. - Arindam Basu; Jyotibdha Acharya; Tanay Karnik; Huichu Liu; Hai Helen Li; Jae-sun Seo; Chang Song 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. - Yiran Chen 001; Hai (Helen) Li; Chunpeng Wu; Chang Song 001; Sicheng Li 001; Chuhan Min; Hsin-Pai Cheng; Wei Wen; Xiaoxiao Liu 001 (Integr., 2018)

Feedback Learning for Improving the Robustness of Neural Networks. - Chang Song 001; Zuoguan Wang; Hai Li 001 (ICMLA, 2019)

Adversarial Attack: A New Threat to Smart Devices and How to Defend It. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Hai Li 001 (IEEE Consumer Electron. Mag., 2020)

Improving Adversarial Robustness in Weight-quantized Neural Networks. - Chang Song 001; Elias Fallon; Hai Helen Li (CoRR, 2020)

Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing. - Chang Song 001 (2021)