@article{69b683c4b074452fbb587a8aedd3a868,
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.}",
note = "Funding Information: The idea for the MDF standard described here initially arose from a workshop sponsored by the Center for Reproducible Neuroscience held at Princeton in July 2019, and its initial development—as well as formation of ModECI—was supported by a grant from the NSF Convergence Accelerator program. We are grateful to the following individuals for their considerable contributions to the ModECI effort: Abhishek Bhattachargee, Pranav Gokhale, Samyak Gupta, Nichol Killian, Jeremy Lee, Raghav Pothuguchi, Terry Stewart, Patrick Stock, Tal Yarkoni, as well as all of the participants in the ModECI-supported community workshops ( https://modeci.org/#communityPage ). We are also grateful to the Outreachy organization ( https://www.outreachy.org ), which has organized software development internships to contribute to the MDF implementation. P.G. acknowledges research funding support from Wellcome ( 212941 ). Publisher Copyright: {\textcopyright} 2023 Elsevier Inc.",
year = "2023",
month = may,
day = "17",
doi = "10.1016/j.neuron.2023.03.037",
language = "English (US)",
volume = "111",
pages = "1526--1530",
journal = "Neuron",
issn = "0896-6273",
publisher = "Cell Press",
number = "10",
}