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

6 Scopus citations

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

Cite this

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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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T1 - Integrating model development across computational neuroscience, cognitive science, and machine learning

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

Y1 - 2023/5/17

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85158072855

UR - https://www.scopus.com/pages/publications/85158072855#tab=citedBy

U2 - 10.1016/j.neuron.2023.03.037

DO - 10.1016/j.neuron.2023.03.037

M3 - Comment/debate

C2 - 37100054

AN - SCOPUS:85158072855

SN - 0896-6273

VL - 111

SP - 1526

EP - 1530

JO - Neuron

JF - Neuron

IS - 10

ER -

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

Abstract

All Science Journal Classification (ASJC) codes

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