研究论文
The architecture design and training optimization of spiking neural network with low-latency and high-performance for classification and segmentation
Wujian Ye, Shaozhen Chen, Haoxian Liu, Yijun Liu, Yijun Liu, Yuehai Chen, Youfeng Cui, Wenjie Lin
Guangdong University of Technology Peng Cheng Laboratory
来源Neural Networks
年份2025
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学术脉络
学科主题
工程Advanced Memory and Neural Computing
Neural Networks and Applications · Neural dynamics and brain function
参考文献 47
Fully Convolutional Networks for Semantic Segmentation
被引 11,227Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
被引 22,602Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
Training Deep Spiking Neural Networks Using Backpropagation
被引 1,003Jun Haeng Lee, Tobi Delbrück, Michael Pfeiffer · Frontiers in Neuroscience · 2016
此处列出前 3 条
引用本文 5
A sparse large-scale multi-objective optimization algorithm based on growing neural gas network and variable sparsity analysis
被引 1Jie Cao, Min Tian, Zuohan Chen · Information Sciences · 2026
Lightweight efficient spiking-UNet based on bidirectional multi-threshold LIF neuron
被引 1Yijun Liu, Jionghao Zhang, Zekun Deng · Neurocomputing · 2026
Path integration based on a recurrent spiking neural network
被引 1Jiaxin Lin, Yihong Wang, Xuying XU · Electronic Research Archive · 2025
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