The number of independent images that an abstracted MB network can store before the probability of an error (producing an output of 0 for a novel image) exceeds 0.01.

Lines: predictions from theoretical analysis. Diamonds: results from equivalent simulations using the full spiking model. The capacity scales logarithmically with the number of neurons, and increases if fewer KCs are activated on average by each pattern.

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PID https://www.doi.org/10.1371/journal.pcbi.1004683.g005
URL https://figshare.com/articles/_The_number_of_independent_images_that_an_abstracted_MB_network_can_store_before_the_probability_of_an_error_producing_an_output_of_0_for_a_novel_image_exceeds_0_01_/1644815
URL http://dx.doi.org/10.1371/journal.pcbi.1004683.g005
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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::391b92fd13c9e09d202b12fd547d5ff6
Author jsonws_user
Last Updated 4 January 2021, 19:28 (CET)
Created 4 January 2021, 19:28 (CET)