Publications

Found 556 results
[ Type(Desc)] Year
Conference Paper
J Zhang, W Wen, M Deisher, HP Cheng, H Li, and Y Chen. "Learning Efficient Sparse Structures in Speech Recognition." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2717-2721. Vol. 2019-May. 2019.
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.
H Yang, M Tang, W Wen, F Yan, D Hu, A Li, H Li, and Y Chen. "Learning low-rank deep neural networks via singular vector orthogonality regularization and singular value sparsification." In Ieee Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2899-2908. Vol. 2020-June. 2020.
W Wen, C Wu, Y Wang, Y Chen, and H Li. "Learning structured sparsity in deep neural networks." In Advances in Neural Information Processing Systems, 2082-2090. 2016.
B Kim, and H Li. "Leveraging 3D vertical RRAM to developing neuromorphic architecture for pattern classification." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 258-263. Vol. 2020-July. 2020.
S Zhang, GL Zhang, B Li, HH Li, and U Schlichtmann. "Lifetime Enhancement for RRAM-based Computing-In-Memory Engine Considering Aging and Thermal Effects." In Proceedings 2020 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2020, 11-15. 2020.
C Pan, M Xie, Y Liu, Y Wang, CJ Xue, Y Chen, and J Hu. "A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting." In Acm Sigplan Notices, 101-110. Vol. 52. 2017.
Q Zhang, B Wang, W Wen, H Li, and J Liu. "Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization." In 2021 Ieee Winter Conference on Applications of Computer Vision (Wacv). 2021.
W Wen, Y Zhang, L Zhang, and Y Chen. "Loadsa: A yield-driven top-down design method for STT-RAM array." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 291-296. 2013.
YC Chen, W Zhang, and H Li. "A look up table design with 3D bipolar RRAMs." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 73-78. 2012.
A Li, J Sun, B Wang, L Duan, S Li, Y Chen, and H Li. "LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning." In 6th Acm/Ieee Symposium on Edge Computing, Sec 2021, 68-79. 2021.
J Guo, J Yang, Y Zhang, and Y Chen. "Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer." In Proceedings Design, Automation and Test in Europe, Date, 859-864. 2013.
D Niu, Y Chen, and Y Xie. "Low-power dual-element memristor based memory design." In Proceedings of the International Symposium on Low Power Electronics and Design, 25-30. 2010.
S Yin, D Kadetotad, B Yan, C Song, Y Chen, C Chakrabarti, and JS Seo. "Low-power neuromorphic speech recognition engine with coarse-grain sparsity." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 111-114. 2017.
F Chen, L Song, H Li, and Y Chen. "Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D." In Proceedings Design, Automation and Test in Europe, Date, 1240-1245. Vol. 2021-February. 2021.
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.
J Mao, Z Yang, W Wen, C Wu, L Song, KW Nixon, X Chen, H Li, and Y Chen. "MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 751-756. Vol. 2017-November. 2017.
X Li, S Duan, L Wang, T Huang, and Y Chen. "Memristive radial basis function neural network for parameters adjustment of PID controller." In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 150-158. Vol. 8866. 2014.
L Chen, C Li, T Huang, S Wen, and Y Chen. "Memristor crossbar array for image storing." In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 166-173. Vol. 9377 LNCS. 2015.
C Liu, Q Yang, B Yan, J Yang, X Du, W Zhu, H Jiang, Q Wu, M Barnell, and HH Li. "A memristor crossbar based computing engine optimized for high speed and accuracy." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 110-115. Vol. 2016-September. 2016.
M Hu, H Li, Q Wu, GS Rose, and Y Chen. "Memristor crossbar based hardware realization of BSB recall function." In Proceedings of the International Joint Conference on Neural Networks. 2012.
H Li, M Hu, C Li, and S Duan. "Memristor modeling - Static, statistical, and stochastic methodologies." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 406-411. 2014.
B Li, Y Shan, M Hu, Y Wang, Y Chen, and H Yang. "Memristor-based approximated computation." In Proceedings of the International Symposium on Low Power Electronics and Design, 242-247. 2013.
C Liu, Q Yang, C Zhang, H Jiang, Q Wu, and H Li. "A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 647-652. 2017.
F Ji, HH Li, B Wysocki, C Thiem, and N McDonald. "Memristor-based synapse design and a case study in reconfigurable systems." In Proceedings of the International Joint Conference on Neural Networks. 2013.

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