Integrating model development across computational neuroscience, cognitive science, and machine learning

Padraig Gleeson; Sharon Crook; David Turner; Katherine Mantel; Mayank Raunak; Ted Willke; Jonathan D. Cohen

doi:10.1016/j.neuron.2023.03.037

Integrating model development across computational neuroscience, cognitive science, and machine learning

Padraig Gleeson, Sharon Crook, David Turner, Katherine Mantel, Mayank Raunak, Ted Willke, Jonathan D. Cohen

Research output: Contribution to journal › Comment/debate › peer-review

Abstract

Neuroscience, cognitive science, and computer science are increasingly benefiting through their interactions. This could be accelerated by direct sharing of computational models across disparate modeling software used in each. We describe a Model Description Format designed to meet this challenge.

Original language	English (US)
Pages (from-to)	1526-1530
Number of pages	5
Journal	Neuron
Volume	111
Issue number	10
DOIs	https://doi.org/10.1016/j.neuron.2023.03.037
State	Published - May 17 2023

All Science Journal Classification (ASJC) codes

General Neuroscience

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10.1016/j.neuron.2023.03.037

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title = "Integrating model development across computational neuroscience, cognitive science, and machine learning",

abstract = "Neuroscience, cognitive science, and computer science are increasingly benefiting through their interactions. This could be accelerated by direct sharing of computational models across disparate modeling software used in each. We describe a Model Description Format designed to meet this challenge.",

author = "Padraig Gleeson and Sharon Crook and David Turner and Katherine Mantel and Mayank Raunak and Ted Willke and Cohen, {Jonathan D.}",

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AU - Gleeson, Padraig

AU - Crook, Sharon

AU - Turner, David

AU - Mantel, Katherine

AU - Raunak, Mayank

AU - Willke, Ted

AU - Cohen, Jonathan D.

PY - 2023/5/17

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Integrating model development across computational neuroscience, cognitive science, and machine learning

Abstract

All Science Journal Classification (ASJC) codes

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