Lei Deng (邓磊)
Tsinghua University
H-index: 34
Asia-China
Top articles of Lei Deng (邓磊)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics | Nature Communications | Hanle Zheng Zhong Zheng Rui Hu Bo Xiao Yujie Wu | 2024/1/4 |
Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness | IEEE Transactions on Neural Networks and Learning Systems | Mingkun Xu Faqiang Liu Yifan Hu Hongyi Li Yuanyuan Wei | 2024/3/27 |
Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks | arXiv preprint arXiv:2403.17040 | Huifeng Yin Mingkun Xu Jing Pei Lei Deng | 2024/3/25 |
Understanding the Functional Roles of Modelling Components in Spiking Neural Networks | arXiv preprint arXiv:2403.16674 | Huifeng Yin Hanle Zheng Jiayi Mao Siyuan Ding Xing Liu | 2024/3/25 |
Advancing Spiking Neural Networks Toward Deep Residual Learning | IEEE Transactions on Neural Networks and Learning Systems | Yifan Hu Lei Deng Yujie Wu Man Yao Guoqi Li | 2024/2/8 |
Multi-grained system integration for hybrid-paradigm brain-inspired computing | Science China Information Sciences | Jing Pei Lei Deng Cheng Ma Xue Liu Luping Shi | 2023/4 |
Attention spiking neural networks | IEEE transactions on pattern analysis and machine intelligence | Man Yao Guangshe Zhao Hengyu Zhang Yifan Hu Lei Deng | 2023/1/31 |
Brain inspired computing: A systematic survey and future trends | Authorea Preprints | Guoqi Li Lei Deng Huajing Tang Gang Pan Yonghong Tian | 2023/10/30 |
Self-adaptive threshold neuron information processing method, self-adaptive leakage value neuron information processing method, system computer device and readable storage medium | 2023/1/10 | ||
A systematic view of leakage risks in deep neural network systems | Authorea Preprints | Xing Hu Ling Liang Lei Deng Yu Ji Yufei Ding | 2023/10/30 |
NP-Hardness of Tensor Network Contraction Ordering | arXiv preprint arXiv:2310.06140 | Jianyu Xu Hanwen Zhang Ling Liang Lei Deng Yuan Xie | 2023/10/9 |
A Unified Structured Framework for AGI: Bridging Cognition and Neuromorphic Computing | Mingkun Xu Hao Zheng Jing Pei Lei Deng | 2023/5/24 | |
A one-for-all and o(v log(v ))-cost solution for parallel merge style operations on sorted key-value arrays | Bangyan Wang Lei Deng Fei Sun Guohao Dai Liu Liu | 2022/2/28 | |
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization | Neurocomputing | Yukuan Yang Xiaowei Chi Lei Deng Tianyi Yan Feng Gao | 2022/10/28 |
Survey on graph neural network acceleration: An algorithmic perspective | arXiv preprint arXiv:2202.04822 | Xin Liu Mingyu Yan Lei Deng Guoqi Li Xiaochun Ye | 2022/2/10 |
General spiking neural network framework for the learning trajectory from a noisy mmwave radar | Neuromorphic Computing and Engineering | Xin Liu Mingyu Yan Lei Deng Yujie Wu De Han | 2022/9/15 |
A systematic view of model leakage risks in deep neural network systems | IEEE Transactions on Computers | Xing Hu Ling Liang Xiaobing Chen Lei Deng Yu Ji | 2022/2/4 |
Spiking neural network integrated circuits: A review of trends and future directions | Arindam Basu Lei Deng Charlotte Frenkel Xueyong Zhang | 2022/4/24 | |
Brain-inspired global-local learning incorporated with neuromorphic computing | Nature Communications | Yujie Wu Rong Zhao Jun Zhu Feng Chen Mingkun Xu | 2022/1/10 |
Accelerating spatiotemporal supervised training of large-scale spiking neural networks on gpu | Ling Liang Zhaodong Chen Lei Deng Fengbin Tu Guoqi Li | 2022/3/14 |
Co-Authors
