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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:eLife
Prif Awduron: Gilra, Aditya, Gerstner, Wulfram
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: eLife Sciences Publications, Ltd 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5730383/
https://ncbi.nlm.nih.gov/pubmed/29173280
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.28295
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