Chang Song

According to our database, Chang Song authored at least 13 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing.

Chang Song

PhD thesis, 2021

2020

Improving Adversarial Robustness in Weight-quantized Neural Networks.

Chang Song, Elias Fallon, Hai Helen Li

CoRR, 2020

Adversarial Attack: A New Threat to Smart Devices and How to Defend It.

Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li

IEEE Consumer Electron. Mag., 2020

2019

Feedback Learning for Improving the Robustness of Neural Networks.

Chang Song, Zuoguan Wang, Hai Li

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view.

Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu

Integr., 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

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.

Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices.

Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.

Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu

CoRR, 2017

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.

Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

Low-power neuromorphic speech recognition engine with coarse-grain sparsity.

Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.

Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Design techniques of eNVM-enabled neuromorphic computing systems.

Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen

Proceedings of the 34th IEEE International Conference on Computer Design, 2016