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Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 10.1109/TNNLS.2024.3372613
作者:  Jinye Qu;  Zeyu Gao;  Tielin Zhang;  Yanfeng Lu;  Huajin Tang;  Hong Qiao
Adobe PDF(2939Kb)  |  收藏  |  浏览/下载：42/18  |  提交时间：2024/06/06
Low latency  object detection  spiking neural network (SNN)  timesteps compression  
A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost 期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 34, 页码: 12
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Li, Chengyu T.;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：113/0  |  提交时间：2023/11/17
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition 会议论文
, Washington D.C., USA, 2023-2-9
作者:  Qingyu Wang;  Tielin Zhang;  Minglun Han;  Yi Wang;  Duzhen Zhang;  Bo Xu
Adobe PDF(1714Kb)  |  收藏  |  浏览/下载：184/52  |  提交时间：2023/06/20
Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:  Zhang, Tielin;  Jia, Shuncheng;  Cheng, Xiang;  Xu, Bo
收藏  |  浏览/下载：234/0  |  提交时间：2022/01/27
Neurons  Biology  Convolution  Biological neural networks  Tuning  Membrane potentials  Kernel  Biologically plausible computing  neuronal dynamics  reward propagation  spiking neural network (SNN)  
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：232/0  |  提交时间：2021/12/28
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 页码: 12
作者:  Zhao, Dongcheng;  Zeng, Yi;  Zhang, Tielin;  Shi, Mengting;  Zhao, Feifei
Adobe PDF(3174Kb)  |  收藏  |  浏览/下载：340/52  |  提交时间：2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
SOAR Improved Artificial Neural Network for Multistep Decision-making Tasks 期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 14
作者:  Zuo, Guoyu;  Pan, Tingting;  Zhang, Tielin;  Yang, Yang
收藏  |  浏览/下载：188/0  |  提交时间：2020/09/28
Cognitive planning  SOAR  Deep neural network  Decision-making  Robot grasping task  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
作者:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
浏览  |  Adobe PDF(1349Kb)  |  收藏  |  浏览/下载：411/115  |  提交时间：2020/04/27
Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn  
Brain-inspired Balanced Tuning for Spiking Neural Networks 会议论文
, Stockholm, Sweden, July 13-19, 2018
作者:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Xu B(徐波);  Tielin Zhang, Yi Zeng
浏览  |  Adobe PDF(609Kb)  |  收藏  |  浏览/下载：487/114  |  提交时间：2018/10/12
Spiking Neural Network