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About Pattern Recognition With Spiking Neural Networks: A Simple Training Method
This document summarizes a research paper about training spiking neural networks (SNNs) for pattern recognition using spike timing dependent plasticity (STDP). The authors propose a simple training method where the SNN is fed input patterns and its outputs are stimulated shortly after to create pathways in the network via STDP. Simulations using a computational model that behaves like biological neural networks show this method's potential for training neural cells as biological processors.
Detailed Information
| Author: | ['Hasanayn Al-Meemar'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 13 |
| Language: | English |
| Format: | |
| Price: | FREE |
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