fmri analysis

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021 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 NeurIPS 2020 Visual Encoding and Decoding of the Human Brain Based on Shared Features IJCAI 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 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 Matrix-normal models for fMRI analysis AISTATS 2018 Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese NAACL 2018 Transfer Learning on fMRI Datasets AISTATS 2018 Deep Hyperalignment NeurIPS 2017 Detrended Partial Cross Correlation for Brain Connectivity Analysis NeurIPS 2017 Learning Neural Representations of Human Cognition across Many fMRI Studies NeurIPS 2017 Time-dependent spatially varying graphical models, with application to brain fMRI data analysis NeurIPS 2017 Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 A systematic approach to extracting semantic information from functional MRI data NeurIPS 2012 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012 Kernel Hyperalignment NeurIPS 2012 Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NeurIPS 2010 Functional Geometry Alignment and Localization of Brain Areas NeurIPS 2010 Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NeurIPS 2010 Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NeurIPS 2009 Boosting with Spatial Regularization NeurIPS 2009