Publications

期刊论文

[1] MChen Mu, Jiapei Zheng, Chixiao Chen. “Beyond convolutional neural networks computing: New trends on ISSCC 2023 machine learning chips.” Journal of Semiconductors 44.5 (2023): 050203.

[4] Jingyi Wang, Zhangcheng Huang, Bu Chen, Hongyang Shang, Jiapei Zheng, Hankun Lv, Chixiao Chen, Qi Liu, Ming Liu. “A 32× 32 Flash LiDAR SPAD Sensor with Up-to-1kfps Motional Target Detection by Threshold-adaptive 2D Dynamic Vision.” 2024 IEEE Custom Integrated Circuits Conference (CICC). IEEE, 2024.
[3] Jiapei Zheng, Hao Jiang, Xinkai Nie, Zhangcheng Huang, Chixiao Chen, Qi Liu. “TiPU: A Spatial-Locality-Aware Near-Memory Tile Processing Unit for 3D Point Cloud Neural Network.” 2023 60th ACM/IEEE Design Automation Conference (DAC). IEEE, 2023.
[2] Hao Jiang, Jiapei Zheng, Yunzhengmao Wang, Jinshan Zhang, Haozhe Zhu, Liangjian Lyu, Yingping Chen, Chixiao Chen, Qi Liu. “A $2.53\mu\mathrm {W}/\text {channel} $ Event-Driven Neural Spike Sorting Processor with Sparsity-Aware Computing-In-Memory Macros.” 2023 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 2023.
[1] Chen Mu, Yunzhengmao Wang, Jiapei Zheng, Shiwei Liu, Keji Zhou, Shan Tang, Chixiao Chen, Qi Liu. “A 200M-Query-Vector/s Computing-in-RRAM ADC-less k-Nearest-Neighbor Accelerator with Time-Domain Winner-Takes-All Circuits.” 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS). IEEE, 2022.