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Chang Song
Publication Activity (10 Years)
Years Active: 2016-2020
Publications (10 Years): 13
Top Topics
Recent Progress
Learning Process
Neural Network
Computing Systems
Top Venues
CoRR
IEEE J. Emerg. Sel. Topics Circuits Syst.
ICCD
ASP-DAC
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Publications
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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)