{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T20:03:56Z","timestamp":1775160236308,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,8,22]],"date-time":"2022-08-22T00:00:00Z","timestamp":1661126400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,8,22]],"date-time":"2022-08-22T00:00:00Z","timestamp":1661126400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,8,22]]},"DOI":"10.1109\/mlsp55214.2022.9943383","type":"proceedings-article","created":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T20:39:35Z","timestamp":1668717575000},"page":"01-06","source":"Crossref","is-referenced-by-count":8,"title":["Learning Shared Neural Manifolds from Multi-Subject FMRI Data"],"prefix":"10.1109","author":[{"given":"Jessie","family":"Huang","sequence":"first","affiliation":[{"name":"Yale University,Department of Computer Science"}]},{"given":"Erica","family":"Busch","sequence":"additional","affiliation":[{"name":"Yale University,Department of Psychology"}]},{"given":"Tom","family":"Wallenstein","sequence":"additional","affiliation":[{"name":"Yale University,Department of Computer Science"}]},{"given":"Michal","family":"Gerasimiuk","sequence":"additional","affiliation":[{"name":"Yale University,Department of Computer Science"}]},{"given":"Andrew","family":"Benz","sequence":"additional","affiliation":[{"name":"Yale University,Department of Mathematics"}]},{"given":"Guillaume","family":"Lajoie","sequence":"additional","affiliation":[{"name":"Universit&#x00E9; de Montr&#x00E9;al,Department of Mathematics and Statistics"}]},{"given":"Guy","family":"Wolf","sequence":"additional","affiliation":[{"name":"Universit&#x00E9; de Montr&#x00E9;al,Department of Mathematics and Statistics"}]},{"given":"Nicholas","family":"Turk-Browne","sequence":"additional","affiliation":[{"name":"Yale University,Department of Psychology"}]},{"given":"Smita","family":"Krishnaswamy","sequence":"additional","affiliation":[{"name":"Yale University,Department of Computer Science"}]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.93"},{"key":"ref10","article-title":"Multi-view manifold learning of human brain state trajectories","author":"busch","year":"2022","journal-title":"BioRxiv"},{"key":"ref11","article-title":"A reduced-dimension fmri shared response model","volume":"28","author":"chen","year":"2015","journal-title":"NeurIPS"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9206887"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.118423"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.118588"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.3008707"},{"key":"ref16","first-page":"16","article-title":"A convolutional autoencoder for multi-subject fmri data aggregation","author":"chen","year":"0","journal-title":"ArXiv Preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2006.04.006"},{"key":"ref18","article-title":"Multiscale phate exploration of sarscov -2 data reveals multimodal signatures of disease","author":"kuchroo","year":"2022","journal-title":"Nature Biotech"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2020.03.062"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.06.042"},{"key":"ref4","author":"jazayeri","year":"2021","journal-title":"Interpreting neural computations by examining intrinsic and embedding dimensionality of neural activity"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4450"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nn.3776"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.07.051"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2014.3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/scan\/nsm006"},{"key":"ref8","article-title":"Visualizing data using t-sne","volume":"9","author":"van der maaten","year":"2008","journal-title":"JMLR"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41587-019-0336-3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/scan\/nsm019"},{"key":"ref9","article-title":"Non-linear manifold learning in fmri uncovers a low-dimensional space of brain dynamics","author":"gao","year":"2020","journal-title":"BioRxiv"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2013.00623"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2017.08.007"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378049"},{"key":"ref21","article-title":"Topological autoencoders","author":"moor","year":"2020","journal-title":"ICML"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/scan\/nsz037"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.02.023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.117975"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.08.026"}],"event":{"name":"2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP)","location":"Xi'an, China","start":{"date-parts":[[2022,8,22]]},"end":{"date-parts":[[2022,8,25]]}},"container-title":["2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9943282\/9943306\/09943383.pdf?arnumber=9943383","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,12]],"date-time":"2022-12-12T19:59:59Z","timestamp":1670875199000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9943383\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,22]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/mlsp55214.2022.9943383","relation":{},"subject":[],"published":{"date-parts":[[2022,8,22]]}}}