Neural alignment predicts learning outcomes in students taking an introduction to computer science course

Learning and remembering new information is a major challenge for students of all levels. Here, the authors show that “neural alignment” across brains is associated with learning success of STEM concepts in a real-life college course and predicts learning outcomes.

Bibliographic Details
Main Authors: Meir Meshulam, Liat Hasenfratz, Hanna Hillman, Yun-Fei Liu, Mai Nguyen, Kenneth A. Norman, Uri Hasson
Format: Article
Language:English
Published: Nature Portfolio 2021-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-22202-3
_version_ 1818845552537763840
author Meir Meshulam
Liat Hasenfratz
Hanna Hillman
Yun-Fei Liu
Mai Nguyen
Kenneth A. Norman
Uri Hasson
author_facet Meir Meshulam
Liat Hasenfratz
Hanna Hillman
Yun-Fei Liu
Mai Nguyen
Kenneth A. Norman
Uri Hasson
author_sort Meir Meshulam
collection DOAJ
description Learning and remembering new information is a major challenge for students of all levels. Here, the authors show that “neural alignment” across brains is associated with learning success of STEM concepts in a real-life college course and predicts learning outcomes.
first_indexed 2024-12-19T05:31:28Z
format Article
id doaj.art-f096b9ec4b804cfa835df352d02d69e9
institution Directory Open Access Journal
issn 2041-1723
language English
last_indexed 2024-12-19T05:31:28Z
publishDate 2021-03-01
publisher Nature Portfolio
record_format Article
series Nature Communications
spelling doaj.art-f096b9ec4b804cfa835df352d02d69e92022-12-21T20:34:14ZengNature PortfolioNature Communications2041-17232021-03-0112111410.1038/s41467-021-22202-3Neural alignment predicts learning outcomes in students taking an introduction to computer science courseMeir Meshulam0Liat Hasenfratz1Hanna Hillman2Yun-Fei Liu3Mai Nguyen4Kenneth A. Norman5Uri Hasson6Princeton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityPrinceton Neuroscience Institute, Princeton UniversityLearning and remembering new information is a major challenge for students of all levels. Here, the authors show that “neural alignment” across brains is associated with learning success of STEM concepts in a real-life college course and predicts learning outcomes.https://doi.org/10.1038/s41467-021-22202-3
spellingShingle Meir Meshulam
Liat Hasenfratz
Hanna Hillman
Yun-Fei Liu
Mai Nguyen
Kenneth A. Norman
Uri Hasson
Neural alignment predicts learning outcomes in students taking an introduction to computer science course
Nature Communications
title Neural alignment predicts learning outcomes in students taking an introduction to computer science course
title_full Neural alignment predicts learning outcomes in students taking an introduction to computer science course
title_fullStr Neural alignment predicts learning outcomes in students taking an introduction to computer science course
title_full_unstemmed Neural alignment predicts learning outcomes in students taking an introduction to computer science course
title_short Neural alignment predicts learning outcomes in students taking an introduction to computer science course
title_sort neural alignment predicts learning outcomes in students taking an introduction to computer science course
url https://doi.org/10.1038/s41467-021-22202-3
work_keys_str_mv AT meirmeshulam neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT liathasenfratz neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT hannahillman neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT yunfeiliu neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT mainguyen neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT kennethanorman neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse
AT urihasson neuralalignmentpredictslearningoutcomesinstudentstakinganintroductiontocomputersciencecourse