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

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,Ulrik Beierholm,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

Journal of Open Source Education(2022)

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摘要
Neuromatch Academy (https://neuromatch.io/academy) 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.
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