Shared Independent Component Analysis for Multi-Subject Neuroimaging

Hugo Richard; Pierre Ablin; Bertrand Thirion; Alexandre Gramfort; Aapo Hyvärinen

Shared Independent Component Analysis for Multi-Subject Neuroimaging

Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Advances in Neural Information Processing Systems 34 (NeurIPS2021)
Editors	M Ranzato, A Beygelzimer, K Nguyen, P S Liang, J W Vaughan, Y Dauphin
Publisher	NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)
Publication date	2021
Publication status	Published - 2021
MoE publication type	A4 Article in conference proceedings
Event	Conference on Neural Information Processing System - Duration: 6 Dec 2021 → 14 Dec 2021 Conference number: 35

Publication series

Name	Advances in Neural Information Processing Systems
Publisher	NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)
Volume	34
ISSN (Electronic)	1049-5258

Fields of Science

113 Computer and information sciences
3112 Neurosciences

Access to Document

neuroimagingFinal published version, 1.02 MBLicence: Unspecified

https://arxiv.org/pdf/2110.13502
https://papers.nips.cc/paper/2021/hash/fb508ef074ee78a0e58c68be06d8a2eb-Abstract.htmlLicence: Unspecified

Cite this

Richard, H., Ablin, P., Thirion, B., Gramfort, A., & Hyvärinen, A. (2021). Shared Independent Component Analysis for Multi-Subject Neuroimaging. In M. Ranzato, A. Beygelzimer, K. Nguyen, P. S. Liang, J. W. Vaughan, & Y. Dauphin (Eds.), Advances in Neural Information Processing Systems 34 (NeurIPS2021) (Advances in Neural Information Processing Systems; Vol. 34). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). https://arxiv.org/pdf/2110.13502

Richard, Hugo ; Ablin, Pierre ; Thirion, Bertrand et al. / Shared Independent Component Analysis for Multi-Subject Neuroimaging. Advances in Neural Information Processing Systems 34 (NeurIPS2021). editor / M Ranzato ; A Beygelzimer ; K Nguyen ; P S Liang ; J W Vaughan ; Y Dauphin. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2021. (Advances in Neural Information Processing Systems).

@inproceedings{7a63e61d5f1449ef938d6e227e8d4ba4,

title = "Shared Independent Component Analysis for Multi-Subject Neuroimaging",

keywords = "113 Computer and information sciences, 3112 Neurosciences",

author = "Hugo Richard and Pierre Ablin and Bertrand Thirion and Alexandre Gramfort and Aapo Hyv{\"a}rinen",

year = "2021",

language = "English",

series = "Advances in Neural Information Processing Systems",

publisher = "NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)",

editor = "M Ranzato and A Beygelzimer and K Nguyen and Liang, {P S} and Vaughan, {J W} and Y Dauphin",

booktitle = "Advances in Neural Information Processing Systems 34 (NeurIPS2021)",

address = "United States",

note = "Conference on Neural Information Processing System, NeurIPS 2021 ; Conference date: 06-12-2021 Through 14-12-2021",

}

Richard, H, Ablin, P, Thirion, B, Gramfort, A & Hyvärinen, A 2021, Shared Independent Component Analysis for Multi-Subject Neuroimaging. in M Ranzato, A Beygelzimer, K Nguyen, PS Liang, JW Vaughan & Y Dauphin (eds), Advances in Neural Information Processing Systems 34 (NeurIPS2021). Advances in Neural Information Processing Systems, vol. 34, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Conference on Neural Information Processing System, 06/12/2021. <https://arxiv.org/pdf/2110.13502>

Shared Independent Component Analysis for Multi-Subject Neuroimaging. / Richard, Hugo; Ablin, Pierre; Thirion, Bertrand et al.
Advances in Neural Information Processing Systems 34 (NeurIPS2021). ed. / M Ranzato; A Beygelzimer; K Nguyen; P S Liang; J W Vaughan; Y Dauphin. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2021. (Advances in Neural Information Processing Systems; Vol. 34).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Shared Independent Component Analysis for Multi-Subject Neuroimaging

AU - Richard, Hugo

AU - Ablin, Pierre

AU - Thirion, Bertrand

AU - Gramfort, Alexandre

AU - Hyvärinen, Aapo

N1 - Conference code: 35

PY - 2021

Y1 - 2021

KW - 113 Computer and information sciences

KW - 3112 Neurosciences

M3 - Conference contribution

T3 - Advances in Neural Information Processing Systems

BT - Advances in Neural Information Processing Systems 34 (NeurIPS2021)

A2 - Ranzato, M

A2 - Beygelzimer, A

A2 - Nguyen, K

A2 - Liang, P S

A2 - Vaughan, J W

A2 - Dauphin, Y

PB - NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)

T2 - Conference on Neural Information Processing System

Y2 - 6 December 2021 through 14 December 2021

ER -

Richard H, Ablin P, Thirion B, Gramfort A, Hyvärinen A. Shared Independent Component Analysis for Multi-Subject Neuroimaging. In Ranzato M, Beygelzimer A, Nguyen K, Liang PS, Vaughan JW, Dauphin Y, editors, Advances in Neural Information Processing Systems 34 (NeurIPS2021). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2021. (Advances in Neural Information Processing Systems).