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

Understanding the Management of Rape Trauma with AI and Neuroimaging AAAI 2026

Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025

BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025

Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024

Multipath parsing in the brain ACL 2024

A scalable generative model for dynamical system reconstruction from neuroimaging data NIPS 2024

NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NIPS 2024

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024

Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024

Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction NIPS 2023

High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023

Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities NIPS 2023

FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022

Aligning individual brains with fused unbalanced Gromov Wasserstein NIPS 2022

Multi-view and Cross-view Brain Decoding COLING 2022

Convergent Representations of Computer Programs in Human and Artificial Neural Networks NIPS 2022

Visio-Linguistic Brain Encoding COLING 2022

Mind Reader: Reconstructing complex images from brain activities NIPS 2022

The Functional LiNGAM PGM 2022

Disentangling syntax and semantics in the brain with deep networks ICML 2021

Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies NIPS 2021

Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NIPS 2021

CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021