Publications

2021

Rao, J., Z. Fan, L. Hong, S. Cheng, Q. Huang, J. Zhao, X. Xiang, et al. “An electroforming-free, analog interface-type memristor based on a SrFeOx epitaxial heterojunction for neuromorphic computing.” Materials Today Physics 18 (May 1, 2021). https://doi.org/10.1016/j.mtphys.2021.100392.

Wu, C., X. Yang, H. Yu, I. Takeuchi, Y. Chen, and M. Li. “Optical Generative Adversarial Network based on Programmable Phase-change Photonics.” In 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings, 2021.

Joardar, B. K., J. R. Doppa, P. P. 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 (May 1, 2021): 971–84. https://doi.org/10.1109/TCAD.2020.3013194.

Kim, B., E. Hanson, and H. Li. “An Efficient 3D ReRAM Convolution Processor Design for Binarized Weight Networks.” IEEE Transactions on Circuits and Systems II: Express Briefs 68, no. 5 (May 1, 2021): 1600–1604. https://doi.org/10.1109/TCSII.2021.3067840.

Chen, Y., Q. Qiu, and Y. Lin. “Introduction of Special Issue on Hardware and Algorithms for Efficient Machine LearningΓÇôPart 1.” ACM Journal on Emerging Technologies in Computing Systems 17, no. 2 (April 5, 2021). https://doi.org/10.1145/3449045.

Wang, C., D. Feng, W. Tong, Y. Hua, J. Liu, B. Wu, W. Zhao, et al. “Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory.” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 40, no. 4 (April 1, 2021): 762–75. https://doi.org/10.1109/TCAD.2020.3006188.

Wang, C., D. Feng, W. Tong, J. Liu, B. Wu, W. Zhao, Y. Zhang, and Y. Chen. “Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage.” IEEE Transactions on Computers 70, no. 4 (April 1, 2021): 566–80. https://doi.org/10.1109/TC.2020.2990884.

Yang, Q., 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 (March 1, 2021): 1134–45. https://doi.org/10.1109/TCSI.2020.3043778.

Sun, Bo, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, and Yiran Chen. “Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance.” IEEE Transactions on Neural Networks and Learning Systems 32, no. 3 (March 2021): 1254–63. https://doi.org/10.1109/tnnls.2020.2984000.

Wen, S., H. Wei, Y. Yang, Z. Guo, Z. Zeng, T. Huang, and Y. Chen. “Memristive LSTM Network for Sentiment Analysis.” IEEE Transactions on Systems, Man, and Cybernetics: Systems 51, no. 3 (March 1, 2021): 1794–1804. https://doi.org/10.1109/TSMC.2019.2906098.

Chen, F., 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, 2021-February:1240–45, 2021. https://doi.org/10.23919/DATE51398.2021.9474208.

Chen, F., L. Song, H. H. Li, and Y. Chen. “RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification.” In Proceedings -Design, Automation and Test in Europe, DATE, 2021-February:340–43, 2021. https://doi.org/10.23919/DATE51398.2021.9473993.

Ma, W., G. Xie, R. Li, W. Liu, H. H. Li, and W. Chang. “Efficient AUTOSAR-Compliant CAN-FD Frame Packing with Observed Optimality.” In Proceedings -Design, Automation and Test in Europe, DATE, 2021-February:1899–1904, 2021. https://doi.org/10.23919/DATE51398.2021.9473962.

Zhang, G. L., B. Li, X. Huang, C. Shen, S. Zhang, F. Burcea, H. Graeb, T. Y. Ho, H. Li, and U. Schlichtmann. “An Efficient Programming Framework for Memristor-based Neuromorphic Computing.” In Proceedings -Design, Automation and Test in Europe, DATE, 2021-February:1068–73, 2021. https://doi.org/10.23919/DATE51398.2021.9474084.

Liang, F., Z. Tian, M. Dong, S. Cheng, L. Sun, H. Li, Y. Chen, and G. Zhang. “Efficient neural network using pointwise convolution kernels with linear phase constraint.” Neurocomputing 423 (January 29, 2021): 572–79. https://doi.org/10.1016/j.neucom.2020.10.067.

Zhang, S., H. H. 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, 107–13, 2021. https://doi.org/10.1145/3394885.3431523.

Xie, Z., R. Liang, X. Xu, J. Hu, Y. Duan, and Y. Chen. “Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation.” In Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, 671–77, 2021. https://doi.org/10.1145/3394885.3431562.

Joardar, B. K., A. I. Arka, J. R. Doppa, P. P. Pande, H. Li, and K. Chakrabarty. “Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643559.

Pang, M., B. Wang, M. Ye, Y. Chen, and B. Wen. “DISENTANGLING PROTOTYPE AND VARIATION FOR SINGLE SAMPLE FACE RECOGNITION.” In Proceedings - IEEE International Conference on Multimedia and Expo, 2021. https://doi.org/10.1109/ICME51207.2021.9428431.

Wu, C., X. Yang, H. Yu, I. Takeuchi, Y. Chen, and M. Li. “Optical generative adversarial network based on programmable phase-change photonics.” In Optics InfoBase Conference Papers, 2021.

Zhang, Qian, Bo Wang, Wei Wen, Hai Li, and Junhui Liu. “Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization.” In 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 2021. https://doi.org/10.1109/wacv48630.2021.00392.

Yang, X., S. Belakaria, B. K. Joardar, H. Yang, J. R. Doppa, P. P. Pande, K. Chakrabarty, and H. Li. “Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643444.

Fang, L., Y. Chen, G. Zhai, J. Wang, R. Wang, and W. Dong. Preface. Vol. 13069 LNAI, 2021.

Liu, X., M. Mao, X. Bi, H. Li, and Y. Chen. “Exploring Applications of STT-RAM in GPU Architectures.” IEEE Transactions on Circuits and Systems I: Regular Papers 68, no. 1 (January 1, 2021): 238–49. https://doi.org/10.1109/TCSI.2020.3031895.

Gao, Z., A. Li, Y. Gao, Y. Wang, and Y. Chen. “Hermes: Decentralized dynamic spectrum access system for massive devices deployment in 5g.” In International Conference on Embedded Wireless Systems and Networks, 2021.