Jing Pei

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Industrial Engineering

Hybrid Learning

Functional Roles

Top Venues

Neural Networks

Publications

Huifeng Yin, Hanle Zheng, Jiayi Mao, Siyuan Ding, Xing Liu, Mingkun Xu, Yifan Hu, Jing Pei, Lei Deng
Understanding the Functional Roles of Modelling Components in Spiking Neural Networks. CoRR (2024)
Hongyi Li, Songchen Ma, Taoyi Wang, Weihao Zhang, Guanrui Wang, Chenhang Song, Huanyu Qu, Junfeng Lin, Cheng Ma, Jing Pei, Rong Zhao
HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks. IEEE Trans. Computers 73 (2) (2024)
Mingkun Xu, Huifeng Yin, Yujie Wu, Guoqi Li, Faqiang Liu, Jing Pei, Shuai Zhong, Lei Deng
Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies. CoRR (2024)
Huifeng Yin, Mingkun Xu, Jing Pei, Lei Deng
Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks. CoRR (2024)
Jing Pei, Lei Deng, Cheng Ma, Xue Liu, Luping Shi
Multi-grained system integration for hybrid-paradigm brain-inspired computing. Sci. China Inf. Sci. 66 (4) (2023)
Hongyi Li, Mingkun Xu, Jing Pei, Rong Zhao
Efficient GCN Deployment with Spiking Property on Spatial-Temporal Neuromorphic Chips. ICONS (2023)
Mingkun Xu, Hao Zheng, Jing Pei, Lei Deng
A Unified Structured Framework for AGI: Bridging Cognition and Neuromorphic Computing. AGI (2023)
Mingkun Xu, Faqiang Liu, Jing Pei
Endowing Spiking Neural Networks with Homeostatic Adaptivity for APS-DVS Bimodal Scenarios. ICMI Companion (2022)
Songchen Ma, Jing Pei, Weihao Zhang, Guanrui Wang, Dahu Feng, Fangwen Yu, Chenhang Song, Huanyu Qu, Cheng Ma, Mingsheng Lu, Faqiang Liu, Wenhao Zhou, Yujie Wu, Yihan Lin, Hongyi Li, Taoyi Wang, Jiuru Song, Xue Liu, Guoqi Li, Rong Zhao, Luping Shi
Neuromorphic computing chip with spatiotemporal elasticity for multi-intelligent-tasking robots. Sci. Robotics 7 (67) (2022)
Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. CoRR (2021)
Faqiang Liu, Mingkun Xu, Guoqi Li, Jing Pei, Luping Shi, Rong Zhao
Adversarial symmetric GANs: Bridging adversarial samples and adversarial networks. Neural Networks 133 (2021)
Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. IJCAI (2021)
Lei Deng, Guanrui Wang, Guoqi Li, Shuangchen Li, Ling Liang, Maohua Zhu, Yujie Wu, Zheyu Yang, Zhe Zou, Jing Pei, Zhenzhi Wu, Xing Hu, Yufei Ding, Wei He, Yuan Xie, Luping Shi
Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation. IEEE J. Solid State Circuits 55 (8) (2020)
Daiheng Gao, Zhenzhi Wu, Yujie Wu, Guoqi Li, Jing Pei
ARLIF: A Flexible and Efficient Recurrent Neuronal Model for Sequential Tasks. HBAI@IJCAI (2020)
Yujie Wu, Rong Zhao, Jun Zhu, Feng Chen, Mingkun Xu, Guoqi Li, Sen Song, Lei Deng, Guanrui Wang, Hao Zheng, Jing Pei, Youhui Zhang, Mingguo Zhao, Luping Shi
Brain-inspired global-local hybrid learning towards human-like intelligence. CoRR (2020)
Lei Deng, Yuan Xie, Ling Liang, Guanrui Wang, Liang Chang, Xing Hu, Xin Ma, Liu Liu, Jing Pei, Guoqi Li
SemiMap: A Semi-Folded Convolution Mapping for Speed-Overhead Balance on Crossbars. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Faqiang Liu, Mingkun Xu, Guoqi Li, Jing Pei, Luping Shi
Bridging adversarial samples and adversarial networks. CoRR (2019)
Yukuan Yang, Lei Deng, Peng Jiao, Yansong Chua, Jing Pei, Cheng Ma, Guoqi Li
Transfer Learning in General Lensless Imaging through Scattering Media. CoRR (2019)
Guoqi Li, Lei Deng, Lei Tian, Haotian Cui, Wentao Han, Jing Pei, Luping Shi
Training deep neural networks with discrete state transition. Neurocomputing 272 (2018)
Lei Deng, Peng Jiao, Jing Pei, Zhenzhi Wu, Guoqi Li
GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework. Neural Networks 100 (2018)
Lei Deng, Peng Jiao, Jing Pei, Zhenzhi Wu, Guoqi Li
Gated XNOR Networks: Deep Neural Networks with Ternary Weights and Activations under a Unified Discretization Framework. CoRR (2017)
Lei Deng, Dong Wang, Guoqi Li, Ziyang Zhang, Jing Pei
A new computing rule for neuromorphic engineering. NVMTS (2015)
Hongmin Li, Jing Pei, Guoqi Li
Real-time tracking based on neuromrophic vision. NVMTS (2015)
Shikai Wang, Cheng Ma, Dong Wang, Jing Pei
Extensible neuromorphic computing simulator based on a programmable hardware. NVMTS (2015)
Dong Wang, Lei Deng, Pei Tang, Cheng Ma, Jing Pei
FPGA-based neuromorphic computing system with a scalable routing network. NVMTS (2015)