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Learning shared neural manifolds from multi-subject FMRI data

Learning shared neural manifolds from multi-subject FMRI data

22 December 2021
Je-chun Huang
E. L. Busch
Tom Wallenstein
Michał Gerasimiuk
Andrew Benz
Guillaume Lajoie
Guy Wolf
Nicholas B. Turk-Browne
Smita Krishnaswamy
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Papers citing "Learning shared neural manifolds from multi-subject FMRI data"

7 / 7 papers shown
Title
Mapping minds not averages: a scalable subject-specific manifold learning framework for neuroimaging data
Mapping minds not averages: a scalable subject-specific manifold learning framework for neuroimaging data
Eloy P. T. Geenjaar
Vince D. Calhoun
29
0
0
30 Apr 2025
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun
Danqi Liao
Kincaid MacDonald
Yanlei Zhang
Chen Liu
Guillaume Huguet
Guy Wolf
Ian M. Adelstein
Tim G. J. Rudner
Smita Krishnaswamy
56
3
0
16 Oct 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder
The Wisdom of a Crowd of Brains: A Universal Brain Encoder
Roman Beliy
Navve Wasserman
Amit Zalcher
Michal Irani
38
2
0
18 Jun 2024
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and
  Semantic Correction
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction
Zixuan Gong
Qi Zhang
Guangyin Bao
Lei Zhu
Ke Liu
Liang Hu
Duoqian Miao
52
9
0
19 Apr 2024
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
Paul S. Scotti
Mihir Tripathy
Cesar Kadir Torrico Villanueva
Reese Kneeland
Tong Chen
...
Charan Santhirasegaran
Jonathan Xu
Thomas Naselaris
Kenneth A. Norman
Tanishq Mathew Abraham
48
38
0
17 Mar 2024
Domain Adaptation and Generalization on Functional Medical Images: A
  Systematic Survey
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
G. Sarafraz
Armin Behnamnia
Mehran Hosseinzadeh
Ali Balapour
Amin Meghrazi
Hamid R. Rabiee
OOD
AI4CE
35
7
0
04 Dec 2022
"Task-relevant autoencoding" enhances machine learning for human
  neuroscience
"Task-relevant autoencoding" enhances machine learning for human neuroscience
Seyedmehdi Orouji
V. Taschereau-Dumouchel
A. Cortese
Brian Odegaard
Cody Cushing
Mouslim Cherkaoui
Mitsuo Kawato
Hakwan Lau
Megan A. K. Peters
11
1
0
17 Aug 2022
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