Intralayer-Connected Spiking Neural Network with Hybrid Training Using Backpropagation and Probabilistic Spike-Timing Dependent Plasticity
Author:
Affiliation:
1. Safety Technology R&D Department, China Telecom Research Institute, Shanghai 200000, China
2. School of Computer Science and Technology, Donghua University, Shanghai 200000, China
Abstract
Funder
Shanghai Sailing Program
Publisher
Hindawi Limited
Subject
Artificial Intelligence,Human-Computer Interaction,Theoretical Computer Science,Software
Link
http://downloads.hindawi.com/journals/ijis/2023/3135668.pdf
Reference44 articles.
1. Spiking Neuron Models
2. Deep learning
3. Competitive Hebbian learning through spike-timing-dependent synaptic plasticity
4. Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes
5. SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks
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