Publications

Found 546 results
Type [ Year(Asc)]
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.
Z Li, B Li, Z Fan, and H Li. "RED: A ReRAM-Based Efficient Accelerator for Deconvolutional Computation." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (2020): 4736-4747.
C Wu, B Ni, and H Li. "Redistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer." In Proceedings of the International Joint Conference on Neural Networks. 2020.
Z Li, B Yan, and HH Li. "ReSiPE: ReRAM-based single-spiking processing-in-memory engine." In Proceedings Design Automation Conference. Vol. 2020-July. 2020.
X Yang, B Yan, H Li, and Y Chen. "ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020.
L Chen, Z He, C Li, S Wen, and Y Chen. "Revisiting memristor properties." International Journal of Bifurcation and Chaos 30, no. 12 (2020).
R Liang, Z Xie, J Jung, V Chauha, Y Chen, J Hu, H Xiang, and GJ Nam. "Routing-Free Crosstalk Prediction." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 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.
M Inkawhich, Y Chen, and H Li. "Snooping attacks on deep reinforcement learning." In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, Aamas, 557-565. Vol. 2020-May. 2020.
P Dai, J Yang, X Ye, X Cheng, J Luo, L Song, Y Chen, and W Zhao. "SparseTrain: Exploiting dataflow sparsity for efficient convolutional neural networks training." In Proceedings Design Automation Conference. Vol. 2020-July. 2020.
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.
J Zhang, J Huang, M Deisher, H Li, and Y Chen. "Structural sparsification for far-field speaker recognition with intel R GNA." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 3037-3041. Vol. 2020-May. 2020.
C Yang, B Liu, H Li, Y Chen, M Barnell, Q Wu, W Wen, and J Rajendran. "Thwarting Replication Attack against Memristor-Based Neuromorphic Computing System." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (2020): 2192-2205.
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.
Y Xu, Y Li, S Zhang, W Wen, B Wang, Y Qi, Y Chen, W Lin, and H Xiong. "TRP: Trained rank pruning for efficient deep neural networks." In Ijcai International Joint Conference on Artificial Intelligence, 977-983. Vol. 2021-January. 2020.
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.
HP Cheng, Q Wu, J Shen, H Li, H Yang, and Y Chen. "AdverQuil: An efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 557-562. 2019.
S Zhang, GL Zhang, B Li, HH Li, and U Schlichtmann. "Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing." In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 1751-1756. 2019.
H Yang, J Zhang, HP Cheng, W Wang, Y Chen, and H Li. "Bamboo: Ball-shape data augmentation against adversarial attacks from all directions." In Ceur Workshop Proceedings. Vol. 2301. 2019.
B Li, C Liu, B Yan, and H Li. "Build reliable and efficient neuromorphic design with memristor technology." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 224-229. 2019.
X Chai, X Fu, Z Gan, Y Lu, and Y Chen. "A color image cryptosystem based on dynamic DNA encryption and chaos." Signal Processing 155 (2019): 44-62.
Q Yang, J Mao, Z Wang, and H Li. "DASNet: Dynamic activation sparsity for neural network efficiency improvement." In Proceedings International Conference on Tools With Artificial Intelligence, Ictai, 1401-1405. Vol. 2019-November. 2019.

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