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brain activity

25 papers

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Co-occurring keywords

fmri analysis (61) functional magnetic resonance imaging (42) neural decoding (79) multimodal learning (4645) brain decoding (41) gaussian process (1200) brain-computer interface (135) image reconstruction (671) bayesian inference (1907) neural representation (168)

Papers

Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity NIPS 2023
Same Cause; Different Effects in the Brain CLEAR 2022
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021
Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation INTERSPEECH 2020
Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020
From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NIPS 2019
Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese NAACL 2018
Bayesian Graphical Models for Multivariate Functional Data JMLR 2016
A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016
Multiresolution Gaussian Processes NIPS 2012
Brain covariance selection: better individual functional connectivity models using population prior NIPS 2010
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NIPS 2008
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
Locality and low-dimensions in the prediction of natural experience from fMRI NIPS 2007