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A calcium-based plasticity model predicts long-term potentiation and depression in the neocortex

Authors: Giuseppe Chindemi; Marwan Abdellah; Oren Amsalem; Ruth Benavides-Piccione; Vincent Delattre; Michael Doron; András Ecker; +13 Authors

A calcium-based plasticity model predicts long-term potentiation and depression in the neocortex

Abstract

This study was supported by funding to the Blue Brain Project, a research center of the ��cole polytechnique f��d��rale de Lausanne, from the Swiss government's ETH Board of the Swiss Federal Institutes of Technology. E.B.M. received additional support from the CHU Sainte-Justine Research Center (CHUSJRC), the Institute for Data Valorization (IVADO), the Canada CIFAR AI Chairs Program, the Quebec Institute for Artificial Intelligence (Mila) and Google. R.B.P. and J.DF. received support from the Spanish "Ministerio de Ciencia e Innovaci��n" (grant PGC2018-094307-B-I00).

This dataset contains all (>1000) cell pairs as the Blue Brain Projects EModelRunner packages as well as analysis code and analysed data used for the figures of our preprint: "A calcium-based plasticity model predicts long-term potentiation and depression in the neocortex". This is only a draft version! Additional analysis files and documentation will follow in the upcoming days. Updates: v1.1 (31/12/2021): updated READMEs within cell_packages, added 2 extra authors for their contribution in EModelRunner. v1.2 (31/12/2021): same as v1.1 but w/o MacOS junk

Keywords

pyramidal cell, synaptic plasticity, calcium, neocortex, computational neuroscience

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
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