Predicting non-linear dynamics by stable local learning in a recurrent spiking neural network

The brain needs to predict how the body reacts to motor commands, but how a network of spiking neurons can learn non-linear body dynamics using local, online and stable learning rules is unclear. Here, we present a supervised learning scheme for the feedforward and recurrent connections in a network...

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Bibliographic Details
Main Authors: Aditya Gilra, Wulfram Gerstner
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-11-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/28295