Publications

Found 626 results
Type [ Year(Desc)]
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.
Y Chen, Y Xie, L Song, F Chen, and T Tang. "A Survey of Accelerator Architectures for Deep Neural Networks." Engineering 6, no. 3 (2020): 264-274.
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.
2021
B Taylor, A Shrestha, Q Qiu, and H Li. "1S1R-based stable learning through single-spike-encoded spike-timing-dependent plasticity." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2021-May. 2021.
Y Chen. "2021: The Greatest Reset [From the Editor]." Ieee Circuits and Systems Magazine 21, no. 1 (2021).
BK Joardar,, PP Pande, H Li, and K Chakrabarty. "AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 5 (2021): 971-984.
Y Chen, A Li, H Yang, T Zhang, Y Yang, H Li, S Banerjee, and M Pajic. "AI-Powered IoT System at the Edge." In Proceedings 2021 Ieee 3rd International Conference on Cognitive Machine Intelligence, Cogmi 2021, 242-251. 2021.
Z Xie, X Xu, M Walker, J Knebel, K Palaniswamy, N Hebert, J Hu, H Yang, Y Chen, and S Das. "APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors." In Proceedings of the Annual International Symposium on Microarchitecture, Micro, 1-14. 2021.
CC Chang, J Pan, T Zhang, Z Xie, J Hu, W Qi, CW Lin, R Liang, J Mitra, E Fallon et al. "Automatic Routability Predictor Development Using Neural Architecture Search." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021.
Q Yang, and H Li. "BitSystolic: A 26.7 TOPS/W 2b8b NPU with Configurable Data Flows for Edge Devices." Ieee Transactions on Circuits and Systems I: Regular Papers 68, no. 3 (2021): 1134-1145.
N Inkawhich, MJ Inkawhich, EK Davis, UK Majumder, E Tripp, C Capraro, and Y Chen. "Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 2942-2955.
N Inkawhich, KJ Liang, J Zhang, H Yang, H Li, and Y Chen. "Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?" In Proceedings of the Ieee International Conference on Computer Vision, 41-50. Vol. 2021-October. 2021.
X Chai, X Zhi, Z Gan, Y Zhang, Y Chen, and J Fu. "Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption." Signal Processing 183 (2021).
S Zhang, HH Li, and U Schlichtmann. "Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 107-113. 2021.
A Li, J Guo, H Yang, FD Salim, and Y Chen. "DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones." In Iotdi 2021 Proceedings of the 2021 International Conference on Internet of Things Design and Implementation, 28-39. 2021.

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