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ORCIDChang Song 0001
Person information
- affiliation (PhD 2021): Duke University, Durham, NC, USA
- affiliation: University of Pittsburgh, Electrical and Computer Engineering Department, PA, USA
Other persons with the same name
- Chang Song — disambiguation page
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2020 – today
- 2021
[b1]Chang Song:
Robustness Analysis and Improvement in Neural Networks and Neuromorphic Computing. Duke University, Durham, NC, USA, 2021- 2020
- [j3]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): 49-55 (2020) - [i3]Chang Song, Elias Fallon, Hai Helen Li:
Improving Adversarial Robustness in Weight-quantized Neural Networks. CoRR abs/2012.14965 (2020)
2010 – 2019
- 2019
- [c7]Chang Song, Zuoguan Wang, Hai Li:
Feedback Learning for Improving the Robustness of Neural Networks. ICMLA 2019: 686-693 - [i2]Chang Song, Zuoguan Wang, Hai Li:
Feedback Learning for Improving the Robustness of Neural Networks. CoRR abs/1909.05443 (2019) - 2018
- [j2]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): 6-27 (2018) - [j1]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: 49-61 (2018) - [c6]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: 109-112 - [c5]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: 476-481 - 2017
- [c4]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: 111-114 - [c3]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: 1-6 - [i1]Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu:
A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. CoRR abs/1705.09764 (2017) - 2016
- [c2]Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen:
Design techniques of eNVM-enabled neuromorphic computing systems. ICCD 2016: 674-677 - [c1]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: 185-190
Coauthor Index
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