functional magnetic resonance imaging

NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NeurIPS 2024 Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024 DBGSL: Dynamic Brain Graph Structure Learning MIDL 2023 EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships MLHC 2023 High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023 Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI MIDL 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 Attention weights accurately predict language representations in the brain EMNLP 2022 Convergent Representations of Computer Programs in Human and Artificial Neural Networks NeurIPS 2022 Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022 Model inclusion lattice of coloured Gaussian graphical models for paired data PGM 2022 Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022 Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NeurIPS 2021 Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction ICML 2021 Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NeurIPS 2021 EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks AAAI 2020 Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation Interspeech 2020 Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020 Inducing brain-relevant bias in natural language processing models NeurIPS 2019 Mapping distinct timescales of functional interactions among brain networks NeurIPS 2017 Reconstructing perceived faces from brain activations with deep adversarial neural decoding NeurIPS 2017 Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain EMNLP 2017 A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015 Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream NeurIPS 2013