Ontology highlight
ABSTRACT:
SUBMITTER: Gilra A
PROVIDER: S-EPMC5730383 | biostudies-literature | 2017 Nov
REPOSITORIES: biostudies-literature
Gilra Aditya A Gerstner Wulfram W
eLife 20171127
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 of heterogeneous spiking neurons. The error in the output is fed back through fixed random connections with a negative gain, causing the network to follow the desired dynamics. The rule for Feedback- ...[more]