Deep learning of fMRI big data: a novel approach to subject-transfer
decoding

Deep learning of fMRI big data: a novel approach to subject-transfer decoding

31 January 2015

Sotetsu Koyamada

Masanori Koyama

Papers citing "Deep learning of fMRI big data: a novel approach to subject-transfer decoding"

13 / 13 papers shown

Title
Explainable Emotion Decoding for Human and Computer Vision Alessio Borriero Martina Milazzo M. Diano Davide Orsenigo Maria Chiara Villa Chiara Di Fazio Marco Tamietto Alan Perotti 28 0 0 01 Aug 2024
Synthetic Power Analyses: Empirical Evaluation and Application to Cognitive Neuroimaging Peiye Zhuang Bliss Chapman Ran Li Oluwasanmi Koyejo 11 1 0 11 Oct 2022
On the benefits of self-taught learning for brain decoding Elodie Germani Elisa Fromont Camille Maumet FedML SSL 9 0 0 19 Sep 2022
BolT: Fused Window Transformers for fMRI Time Series Analysis H. Bedel Irmak Sivgin Onat Dalmaz S. Dar Tolga Çukur 53 54 0 23 May 2022
Evaluating deep transfer learning for whole-brain cognitive decoding A. Thomas U. Lindenberger Wojciech Samek K. Müller AI4CE 13 12 0 01 Nov 2021
Challenges for cognitive decoding using deep learning methods A. Thomas Christopher Ré R. Poldrack AI4CE 16 6 0 16 Aug 2021
FMRI data augmentation via synthesis Peiye Zhuang A. Schwing Oluwasanmi Koyejo DiffM MedIm 11 43 0 13 Jul 2019
A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers Xiang Zhang Lina Yao Xianzhi Wang Jessica J. M. Monaghan David Mcalpine Yu Zhang 3DV 25 140 0 10 May 2019
A novel machine learning based framework for detection of Autism Spectrum Disorder (ASD) H. Sharif Rizwan Ahmed Khan 25 48 0 27 Mar 2019
Modeling Brain Networks with Artificial Neural Networks B. B. Kivilcim Itir Onal Ertugrul Fatoş T. Yarman Vural 6 5 0 22 Jul 2018
A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation Po-Hsuan Chen Xia Zhu Hejia Zhang Javier S. Turek Janice Chen Theodore L. Willke Uri Hasson Peter J. Ramadge 24 24 0 17 Aug 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 22 1,350 0 21 Mar 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012