The response of the network during training with one image.

A: The image is presented for 40ms, directly activating the vPNs which respond with a spiking rate proportional to the intensity of their input pixel. This produces sparse activation of the KC, which causes the EN to fire. B: An STDP process tags KC synapses depending on the relative timing, Δt, of their spikes to spikes in EN. C: Within 40ms, an active KC will have a strongly negative tag. An increase of amine d, representing reinforcement, will combine with the tag to greatly reduce the weight of the KC-EN synapse.

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PID https://www.doi.org/10.1371/journal.pcbi.1004683.g003
URL http://dx.doi.org/10.1371/journal.pcbi.1004683.g003
URL https://figshare.com/articles/_The_response_of_the_network_during_training_with_one_image_/1644813
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Author Ardin, Paul
Author Peng, Fei
Author Mangan, Michael
Author Lagogiannis, Konstantinos
Author Webb, Barbara
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Collected From figshare
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Publication Date 2016-01-01
Publisher Figshare
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Source https://science-innovation-policy.openaire.eu/search/dataset?datasetId=r37980778c78::e8bcebf6ddd416be95e2ed9d8c4b26f4
Author jsonws_user
Last Updated 11 January 2021, 08:56 (CET)
Created 11 January 2021, 08:56 (CET)