A Neuro-Inspired System for Online Learning and Recognition of Parallel Spike Trains, Based on Spike Latency, and Heterosynaptic STDP

A Neuro-Inspired System for Online Learning and Recognition of Parallel Spike Trains, Based on Spike Latency, and Heterosynaptic STDP

Humans perform remarkably well in many cognitive tasks including pattern recognition. However, the neuronal mechanisms underlying this process are not well understood. Nevertheless, artificial neural networks, inspired in brain circuits, have been designed and used to tackle spatio-temporal pattern...

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Bibliographic Details
Main Authors: Gianluca Susi, Luis Antón Toro, Leonides Canuet, Maria Eugenia López, Fernando Maestú, Claudio R. Mirasso, Ernesto Pereda
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-10-01
Series:Frontiers in Neuroscience
Subjects:
coincidence detection
spiking neurons
spike latency
delay
heterosynaptic plasticity
STDP
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2018.00780/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2018.00780/full

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