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Neuromatch Academy: a 3-week, online summer school in computational neuroscience

’t Hart, Bernard; Achakulvisut, Titipat; Adeyemi, Ayoade; Akrami, Athena; Alicea, Bradly; Alonso-Andres, Alicia; Alzate-Correa, Diego; Ash, Arash; Ballesteros, Jesus; Balwani, Aishwarya; Batty, Eleanor; Beierholm, Ulrik; Benjamin, Ari; Bhalla, Upinder; Blohm, Gunnar; Blohm, Joachim; Bonnen, Kathryn; Brigham, Marco; Brunton, Bingni; Butler, John; Caie, Brandon; Gajic, N; Chatterjee, Sharbatanu; Chavlis, Spyridon; Chen, Ruidong; Cheng, You; Chow, H.m; Chua, Raymond; Dai, Yunwei; David, Isaac; DeWitt, Eric; Denis, Julien; Dipani, Alish; Dorschel, Arianna; Drugowitsch, Jan; Dwivedi, Kshitij; Escola, Sean; Fan, Haoxue; Farhoodi, Roozbeh; Fei, Yicheng; Fiquet, Pierre-Étienne; Fontolan, Lorenzo; Forest, Jeremy; Fujishima, Yuki; Galbraith, Byron; Galdamez, Mario; Gao, Richard; Gjorgjieva, Julijana; Gonzalez, Alexander; Gu, Qinglong; Guo, Yueqi; Guo, Ziyi; Gupta, Pankaj; Gurbuz, Busra; Haimerl, Caroline; Harrod, Jordan; Hyafil, Alexandre; Irani, Martin; Jacobson, Daniel; Johnson, Michelle; Jone...

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Authors

Bernard ’t Hart

Titipat Achakulvisut

Ayoade Adeyemi

Athena Akrami

Bradly Alicea

Alicia Alonso-Andres

Diego Alzate-Correa

Arash Ash

Jesus Ballesteros

Aishwarya Balwani

Eleanor Batty

Ari Benjamin

Upinder Bhalla

Gunnar Blohm

Joachim Blohm

Kathryn Bonnen

Marco Brigham

Bingni Brunton

John Butler

Brandon Caie

N Gajic

Sharbatanu Chatterjee

Spyridon Chavlis

Ruidong Chen

You Cheng

H.m Chow

Raymond Chua

Yunwei Dai

Isaac David

Eric DeWitt

Julien Denis

Alish Dipani

Arianna Dorschel

Jan Drugowitsch

Kshitij Dwivedi

Sean Escola

Haoxue Fan

Roozbeh Farhoodi

Yicheng Fei

Pierre-Étienne Fiquet

Lorenzo Fontolan

Jeremy Forest

Yuki Fujishima

Byron Galbraith

Mario Galdamez

Richard Gao

Julijana Gjorgjieva

Alexander Gonzalez

Qinglong Gu

Yueqi Guo

Ziyi Guo

Pankaj Gupta

Busra Gurbuz

Caroline Haimerl

Jordan Harrod

Alexandre Hyafil

Martin Irani

Daniel Jacobson

Michelle Johnson

Ilenna Jones

Gili Karni

Robert Kass

Hyosub Kim

Andreas Kist

Randal Koene

Konrad Kording

Matthew Krause

Arvind Kumar

Norma Kühn

Ray Lc

Matthew Laporte

Junseok Lee

Songting Li

Sikun Lin

Yang Lin

Shuze Liu

Tony Liu

Jesse Livezey

Linlin Lu

Jakob Macke

Kelly Mahaffy

A Martins

Nicolás Martorell

Manolo Martínez

Marcelo Mattar

Jorge Menendez

Kenneth Miller

Patrick Mineault

Nosratullah Mohammadi

Yalda Mohsenzadeh

Elenor Morgenroth

Taha Morshedzadeh

Alice Mosberger

Madhuvanthi Muliya

Marieke Mur

John Murray

Yashas Nd

Richard Naud

Prakriti Nayak

Anushka Oak

Itzel Castillo

Seyedmehdi Orouji

Jorge Otero-Millan

Marius Pachitariu

Biraj Pandey

Renato Paredes

Jesse Parent

Il Park

Megan Peters

Xaq Pitkow

Panayiota Poirazi

Haroon Popal

Sandhya Prabhakaran

Tian Qiu

Srinidhi Ragunathan

Raul Rodriguez-Cruces

David Rolnick

Ashish Sahoo

Saeed Salehinajafabadi

Cristina Savin

Shreya Saxena

Paul Schrater

Karen Schroeder

Alice Schwarze

Madineh Sedigh-Sarvestani

K Sekhar

Reza Shadmehr

Maryam Shanechi

Siddhant Sharma

Eric Shea-Brown

Krishna Shenoy

Carolina Shimabukuro

Sergey Shuvaev

Man Sin

Maurice Smith

Nicholas Steinmetz

Karolina Stosio

Elizabeth Straley

Gabrielle Strandquist

Carsen Stringer

Rimjhim Tomar

Ngoc Tran

Sofia Triantafillou

Lawrence Udeigwe

Davide Valeriani

Vincent Valton

Maryam Vaziri-Pashkam

Peter Vincent

Gal Vishne

Pascal Wallisch

Peiyuan Wang

Claire Ward

Michael Waskom

Kunlin Wei

Anqi Wu

Zhengwei Wu

Brad Wyble

Lei Zhang

Daniel Zysman

Federico Uquillas

Tara van Viegen



Abstract

Neuromatch Academy (https://academy.neuromatch.io; (van Viegen et al., 2021)) was designed as an online summer school to cover the basics of computational neuroscience in three weeks. The materials cover dominant and emerging computational neuroscience tools, how they complement one another, and specifically focus on how they can help us to better understand how the brain functions. An original component of the materials is its focus on modeling choices, i.e. how do we choose the right approach, how do we build models, and how can we evaluate models to determine if they provide real (meaningful) insight. This meta-modeling component of the instructional materials asks what questions can be answered by different techniques, and how to apply them meaningfully to get insight about brain function.

Citation

’t Hart, B., Achakulvisut, T., Adeyemi, A., Akrami, A., Alicea, B., Alonso-Andres, A., …van Viegen, T. (2022). Neuromatch Academy: a 3-week, online summer school in computational neuroscience. The journal of open source education, 5(49), Article 118. https://doi.org/10.21105/jose.00118

Journal Article Type Article
Online Publication Date Mar 31, 2022
Publication Date 2022
Deposit Date Dec 15, 2022
Publicly Available Date Mar 28, 2024
Journal Journal of Open Source Education
Publisher Open Journals
Peer Reviewed Peer Reviewed
Volume 5
Issue 49
Article Number 118
DOI https://doi.org/10.21105/jose.00118

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