Deep-learning based analysis of fMRI data: a visual recognition study.

Deep-learning based analysis of fMRI data: a visual recognition study.

Decoding brain activities in response to cognitive stimuli benefits largely from multi-variate pattern analysis (MVPA) of functional magnetic resonance imaging (fMRI). It has showna significant advance made in cognitive neuroscience using sophisticated machine learning/deeplearning methods of fMRI d...

Full description

Bibliographic Details
Published:
Online Access:	http://hdl.handle.net/2047/D20328717

Similar Items

Deep Neural Network for Visual Reconstruction from fMRI Data
by: Li, Wen-Yen, et al.
Published: (2018)

Design of Deep Learning Model for Task-Evoked fMRI Data Classification
by: Xiaojie Huang, et al.
Published: (2021-01-01)

DeepIED: An epileptic discharge detector for EEG-fMRI based on deep learning
by: Yongfu Hao, et al.
Published: (2018-01-01)

Information Assisted Dictionary Learning for fMRI Data Analysis
by: Manuel Morante, et al.
Published: (2020-01-01)

Multivariate Pattern Analysis of fMRI Data Using Deep Neural Network
by: Wang, Yi-Cheng, et al.
Published: (2018)

Data-driven fMRI data analysis based on parcellation
by: Ji, Yongnan
Published: (2001)

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data
by: Laura Tomaz Da Silva, et al.
Published: (2021-09-01)

Statistical Analysis Methods for the fMRI Data
by: Huseyin Boyaci, et al.
Published: (2011-08-01)

Statistical Analysis Methods for the fMRI Data
by: Mehdi Behroozi, et al.
Published: (2011-08-01)

Pycortex: an interactive surface visualizer for fMRI
by: James Shuang Gao, et al.
Published: (2015-09-01)

Application of Coherence Analysis Method on fMRI and Resting-state fMRI
by: Chia-Fang Chen, et al.
Published: (2004)

Novel fMRI analysis
by: Allan, Thomas
Published: (2013)

The neuropsychology of visual imagery and visual hallucinations : fMRI and clinical studies
by: Barnes, James
Published: (2000)

A Web-based tutorial for statistical analysis of fMRI data
by: Lai, Ian, 1980-
Published: (2006)

Intrinsic Prior Knowledge Driven CICA fMRI Data Analysis for Emotion Recognition Classification
by: Xiaoying Chen, et al.
Published: (2019-01-01)

Visual-Spatial and Verbal Remote Association: An fMRI Study
by: Ching-Lin Wu, et al.
Published: (2021-08-01)

DC Shifts-fMRI: A Supplement to Event-Related fMRI
by: Qiang Li, et al.
Published: (2019-06-01)

Task modulation of brain responses in visual word recognition as studied using EEG/MEG and fMRI
by: Yuanyuan eChen, et al.
Published: (2013-07-01)

Many Neighbors are not Silent. fMRI Evidence for Global Lexical Activity in Visual Word Recognition.
by: Mario eBraun, et al.
Published: (2015-07-01)

Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset
by: Sunao Yotsutsuji, et al.
Published: (2021-02-01)

Molecular fMRI
by: Bartelle, Benjamin, et al.
Published: (2017)

Facial Emotion Recognition in Parkinson's Disease: An fMRI Investigation.
by: Albert Wabnegger, et al.
Published: (2015-01-01)

An Effective Dictionary Learning Algorithm Based on fMRI Data for Mobile Medical Disease Analysis
by: Yuting Xu, et al.
Published: (2019-01-01)

Multivoxel Pattern Analysis for fMRI Data: A Review
by: Abdelhak Mahmoudi, et al.
Published: (2012-01-01)

Differential effects of aquaporin-4 channel inhibition on BOLD fMRI and diffusion fMRI responses in mouse visual cortex.
by: Yuji Komaki, et al.
Published: (2020-01-01)

Learning and generalization under ambiguity: an fMRI study.
by: J R Chumbley, et al.
Published: (2012-01-01)

Classifier ensembles for streaming fMRI data
by: Plumpton, Catrin Oliver
Published: (2011)

Investigating visual effects of a disgust nocebo with fMRI
by: Carina Höfler, Albert Wabnegger, Anne Schienle
Published: (2018-02-01)

Using Deep Learning and Resting-State fMRI to Classify Chronic Pain Conditions
by: Alex Novaes Santana, et al.
Published: (2019-12-01)

Application of Convolutional Recurrent Neural Network for Individual Recognition Based on Resting State fMRI Data
by: Lebo Wang, et al.
Published: (2019-05-01)

On tests of activation map dimension for fMRI-based studies of learning
by: Juemin eYang, et al.
Published: (2015-04-01)

Generative embedding for model-based classification of fMRI data.
by: Kay H Brodersen, et al.
Published: (2011-06-01)

Non-Gaussian Penalized PARAFAC Analysis for fMRI Data
by: Jingsai Liang, et al.
Published: (2019-08-01)

Feasibility of topological data analysis for event-related fMRI
by: Cameron T. Ellis, et al.
Published: (2019-07-01)

Temporally and spatially constrained ICA of fMRI data analysis.
by: Zhi Wang, et al.
Published: (2014-01-01)

Comparison of Analysis on Modeling the fMRI Data with Flexible HRF
by: Yi-YangChuang, et al.
Published: (2012)

Classification of Task-State fMRI Data Based on Circle-EMD and Machine Learning
by: Renzhou Gui, et al.
Published: (2020-01-01)

Parallel processing in the brain’s visual form system: An fMRI study
by: Yoshihito eShigihara, et al.
Published: (2014-07-01)

An fMRI Study on Context‐Dependent Processing of Natural Visual Scenes
by: Petzold, Antje
Published: (2009)

Integrating auditory and visual information in bird experts - an fMRI study
by: Yi-WenChen, et al.
Published: (2010)