Publications

Found 600 results
Type [ Year(Asc)]
2019
P Bogdan, F Chen, A Deshwal,, BK Joardar, H Li, S Nazarian, L Song, and Y Xiao. "Taming extreme heterogeneity via machine learning based design of autonomous manycore systems." In Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, Codes/Isss 2019. 2019.
B Li, M Mao, X Liu, T Liu, Z Liu, W Wen, Y Chen, and HH Li. "Thread batching for high-performance energy-efficient GPU memory design." Acm Journal on Emerging Technologies in Computing Systems 15, no. 4 (2019).
HP Cheng, P Yu, H Hu, S Zawad, F Yan, S Li, H Li, and Y Chen. "Towards decentralized deep learning with differential privacy." In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 130-145. Vol. 11513 LNCS. 2019.
Y Xu, Y Li, S Zhang, W Wen, B Wang, W Dai, Y Qi, Y Chen, W Lin, and H Xiong. "Trained Rank Pruning for Efficient Deep Neural Networks." In Proceedings 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing, Emc2 Nips 2019, 14-17. 2019.
F Chen, L Song, HH Li, and Y Chen. "ZARA: A novel zero-free dataflow accelerator for generative adversarial networks in 3D ReRAM." In Proceedings Design Automation Conference. 2019.
2018
C Liu, F Liu, and H Li. "Beyond CMOS: Memristor and its application for next generation storage and computing." In Ecs Transactions, 115-125. Vol. 85. 2018.
B Yan, Y Chen, and H Li. "Challenges of memristor based neuromorphic computing system." Science China Information Sciences 61, no. 6 (2018).
L Zhang, W Song, JJ Yang, H Li, and Y Chen. "A compact model for selectors based on metal doped electrolyte." Applied Physics A: Materials Science and Processing 124, no. 4 (2018).
B Li, F Chen, W Kang, W Zhao, Y Chen, and H Li. "Design and Data Management for Magnetic Racetrack Memory." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
F Chen, and H Li. "EMAT: An Efficient Multi-Task Architecture for Transfer Learning using ReRAM." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
B Yan, F Chen, Y Zhang, C Song, H Li, and Y Chen. "Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 109-112. Vol. 2018-January. 2018.
L Chen, C Li, and Y Chen. "A Forgetting Memristive Spiking Neural Network for Pavlov Experiment." International Journal of Bifurcation and Chaos 28, no. 6 (2018): 1850080.
C Dong, Y Chen, and B Zeng. "Generalized inverse optimization through online learning." In Advances in Neural Information Processing Systems, 86-95. Vol. 2018-December. 2018.
L Song, Y Zhuo, X Qian, H Li, and Y Chen. "GraphR: Accelerating Graph Processing Using ReRAM." In Proceedings International Symposium on High Performance Computer Architecture, 531-543. Vol. 2018-February. 2018.
SP MOHANTY, M Huebner, CJ Xue, X Li, and H Li. "Guest editorial circuit and system design automation for internet of things." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 1 (2018): 3-6.
AP James, KN Salama, H Li, D Biolek, G Indiveri, and LO Chua. "Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence." Ieee Transactions on Emerging Topics in Computational Intelligence 2, no. 5 (2018): 320-323.
X Chai, X Zheng, Z Gan, D Han, and Y Chen. "An image encryption algorithm based on chaotic system and compressive sensing." Signal Processing 148 (2018): 124-144.
W Wen, Y Chen, H Li, Y He, S Rajbhandari, M Zhang, W Wang, F Liu, and B Hu. "Learning intrinsic sparse structures within long short-term memory." In 6th International Conference on Learning Representations, Iclr 2018 Conference Track Proceedings. 2018.
A Basu, J Acharya, T Karnik, H Liu, H Li, JS Seo, and C Song. "Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 8, no. 1 (2018): 6-27.
YH Lu, AC Berg, and Y Chen. "Low-Power image recognition challenge." Ai Magazine 39, no. 2 (2018): 87-88.
C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, Y Chen, and H Li. "MAT: A multi-strength adversarial training method to mitigate adversarial attacks." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 476-481. Vol. 2018-July. 2018.
M Ablikim, MN Achasov, S Ahmed, M Albrecht, A Amoroso, FF An, Q An, JZ Bai, O Bakina, Baldini R Ferroli et al. "Measurement of e+e." Physical Review D 97, no. 5 (2018).
HH Li, Y Wang, and W Wen. "Message from the technical program chairs." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, xiii - xiv. Vol. 2018-July. 2018.
E Eken, I Bayram, HH Li, and Y Chen. "Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 375-380. Vol. 2018-January. 2018.
X Liu, W Wen, X Qian, H Li, and Y Chen. "Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 141-146. Vol. 2018-January. 2018.

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