Learning Neural Representations of Human Cognition across Many fMRI
Studies

Learning Neural Representations of Human Cognition across Many fMRI Studies

31 October 2017

Thomas E. Nichols

Papers citing "Learning Neural Representations of Human Cognition across Many fMRI Studies"

15 / 15 papers shown

Title
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 21 7 0 29 May 2024
BolT: Fused Window Transformers for fMRI Time Series Analysis H. Bedel Irmak Sivgin Onat Dalmaz S. Dar Tolga Çukur 59 54 0 23 May 2022
Multi network InfoMax: A pre-training method involving graph convolutional networks Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis AI4CE 6 1 0 01 Nov 2021
Shared Space Transfer Learning for analyzing multi-site fMRI data Muhammad Yousefnezhad A. Selvitella Daoqiang Zhang A. Greenshaw Russell Greiner 8 14 0 24 Oct 2020
Generalizable Machine Learning in Neuroscience using Graph Neural Networks Paul Yung-Pou Wang Sandalika Sapra V. George Gabriel A. Silva GNN AI4CE 12 14 0 16 Oct 2020
Whole MILC: generalizing learned dynamics across tasks, datasets, and populations Usman Mahmood Md. Mahfuzur Rahman A. Fedorov N. Lewis Z. Fu Vince D. Calhoun Sergey Plis 12 22 0 29 Jul 2020
Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness Patrick McClure Dustin Moraczewski K. Lam Adam G. Thomas Francisco Pereira FAtt AAML 16 4 0 23 Apr 2020
Fine-grain atlases of functional modes for fMRI analysis Kamalaker Dadi Gaël Varoquaux Antonia Machlouzarides-Shalit Krzysztof J. Gorgolewski Demian Wassermann B. Thirion A. Mensch AI4CE 31 88 0 05 Mar 2020
Learnt dynamics generalizes across tasks, datasets, and populations Usman Mahmood M. M. Rahman A. Fedorov Z. Fu Vince D. Calhoun Sergey Plis 17 4 0 04 Dec 2019
Transfer Learning of fMRI Dynamics Usman Mahmood Md. Mahfuzur Rahman A. Fedorov Z. Fu Sergey Plis 11 9 0 16 Nov 2019
Neural Topographic Factor Analysis for fMRI Data Eli Sennesh Zulqarnain Khan Yiyu Wang Jennifer Dy Ajay B. Satpute J. B. Hutchinson Jan-Willem van de Meent 16 4 0 21 Jun 2019
Domain Independent SVM for Transfer Learning in Brain Decoding Shuo Zhou Wenwen Li Christopher R. Cox Haiping Lu 6 2 0 26 Mar 2019
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature Franz J. Király Bilal A. Mateen R. Sonabend 13 10 0 18 Dec 2018
Computational and informatics advances for reproducible data analysis in neuroimaging R. Poldrack Krzysztof J. Gorgolewski Gaël Varoquaux AI4CE 16 46 0 24 Sep 2018
Extracting representations of cognition across neuroimaging studies improves brain decoding A. Mensch Julien Mairal B. Thirion Gaël Varoquaux AI4CE 24 15 0 17 Sep 2018