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fmri analysis

61 papers

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Also known as

FMRI

Co-occurring keywords

functional magnetic resonance imaging (40) brain decoding (41) brain activity (25) neural decoding (79) brain imaging (59) functional connectivity (32) brain-computer interface (134) image reconstruction (663) brain connectivity (32) multimodal learning (4622)

Papers

Visual Encoding and Decoding of the Human Brain Based on Shared Features IJCAI 2020
Characterizing Similarity of Visual Stimulus from Associated Neuronal Response IJCAI 2020
Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation INTERSPEECH 2020
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence NIPS 2020
A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese NAACL 2018
Transfer Learning on fMRI Datasets AISTATS 2018
Matrix-normal models for fMRI analysis AISTATS 2018
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NIPS 2018
Time-dependent spatially varying graphical models, with application to brain fMRI data analysis NIPS 2017
Learning Neural Representations of Human Cognition across Many fMRI Studies NIPS 2017
Detrended Partial Cross Correlation for Brain Connectivity Analysis NIPS 2017
Deep Hyperalignment NIPS 2017
Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
Kernel Hyperalignment NIPS 2012
A systematic approach to extracting semantic information from functional MRI data NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010
Functional Geometry Alignment and Localization of Brain Areas NIPS 2010
Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NIPS 2009
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
Boosting with Spatial Regularization NIPS 2009