Publications

Found 439 results
Type [ Year(Asc)]
2020
B Li,, PP Pande, K Chakrabarty, JX Qiu, and HH Li. "3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks." Acm Journal on Emerging Technologies in Computing Systems 16, no. 2 (2020).
L Song, F Chen, Y Zhuo, X Qian, H Li, and Y Chen. "AccPar: Tensor partitioning for heterogeneous deep learning accelerators." In Proceedings 2020 Ieee International Symposium on High Performance Computer Architecture, Hpca 2020, 342-355. 2020.
W Wen, F Yan, Y Chen, and H Li. "AutoGrow: Automatic Layer Growing in Deep Convolutional Networks." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 833-841. 2020.
X Chai, J Bi, Z Gan, X Liu, Y Zhang, and Y Chen. "Color image compression and encryption scheme based on compressive sensing and double random encryption strategy." Signal Processing 176 (2020).
Z Gan, X Chai, J Zhang, Y Zhang, and Y Chen. "An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL)." Neural Computing and Applications 32, no. 17 (2020): 14113-14141.
X Chai, X Fu, Z Gan, Y Zhang, Y Lu, and Y Chen. "An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata." Neural Computing and Applications 32, no. 9 (2020): 4961-4988.
X Chai, H Wu, Z Gan, Y Zhang, Y Chen, and KW Nixon. "An efficient visually meaningful image compression and encryption scheme based on compressive sensing and dynamic LSB embedding." Optics and Lasers in Engineering 124 (2020).
S Wang, Y CAO, T Huang, Y Chen, and S Wen. "Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks." Information Sciences 518 (2020): 361-375.
Z Xie, GQ Fang, YH Huang, H Ren, Y Zhang, B Khailany, SY Fang, J Hu, Y Chen, and EC Barboza. "FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 19-25. Vol. 2020-January. 2020.
N Challapalle, S Rampalli, L Song, N Chandramoorthy, K Swaminathan, J Sampson, Y Chen, and V Narayanan. "GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures." In Proceedings International Symposium on Computer Architecture, 433-445. Vol. 2020-May. 2020.
X Chai, H Wu, Z Gan, Y Zhang, and Y Chen. "Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy." Signal Processing 171 (2020).
C Wang, D Feng, W Tong, Y Hua, J Liu, B Wu, W Zhao, L Song, Y Zhang, J Xu et al. "Improving Multilevel Writes on Vertical 3D Cross-Point Resistive Memory." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2020).
Q Guo, J Ye, Y Chen, Y Hu, Y Lan, G Zhang, and X Li. "INOR—An Intelligent noise reduction method to defend against adversarial audio examples." Neurocomputing 401 (2020): 160-172.
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.
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.
S Wen, H Wei, Z Yan, Z Guo, Y Yang, T Huang, and Y Chen. "Memristor-Based Design of Sparse Compact Convolutional Neural Network." Ieee Transactions on Network Science and Engineering 7, no. 3 (2020): 1431-1440.
S Wang, Y CAO, S Wen, Z Guo, T Huang, and Y Chen. "Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms." Ieee Transactions on Network Science and Engineering (2020).
S Zhang, B Li, HH Li, and U Schlichtmann. "A Pulse-width Modulation Neuron with Continuous Activation for Processing-In-Memory Engines." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 1426-1431. 2020.
B Sun, S Wen, S Wang, T Huang, Y Chen, and P Li. "Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm." Neurocomputing 380 (2020): 133-140.
Y Wang, F Chen, L Song, CJ Richard Shi, HH Li, and Y Chen. "ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 1472-1477. 2020.
S Wang, Y CAO, T Huang, Y Chen, P Li, and S Wen. "Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm." Neural Networks : the Official Journal of the International Neural Network Society 121 (2020): 140-147.
X Jia, J Yang, P Dai, R Liu, Y Chen, and W Zhao. "SPINBIS: Spintronics-based Bayesian inference system with stochastic computing." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 4 (2020): 789-802.
A Li, Y Duan, H Yang, Y Chen, and J Yang. "TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 824-832. 2020.
Z Yan, J Chen, R Hu, T Huang, Y Chen, and S Wen. "Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates." Neural Networks : the Official Journal of the International Neural Network Society 128 (2020): 142-149.
2019
J Xu, D Feng, Y Hua, W Tong, J Liu, C Li, G Xu, and Y Chen. "Adaptive granularity encoding for energy-efficient non-volatile main memory." In Proceedings Design Automation Conference. 2019.

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