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brain dynamics

5 papers

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Co-occurring keywords · papers mentioning both

functional magnetic resonance imaging (3) self-supervised learning (3) neuroimaging data (2) dynamical system (2) brain imaging (2) time series (2) fmri analysis (2) demographic prediction (1) non-markovian dynamics (1) disease diagnosis (1)

Papers

A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 Neural Integro-Differential Equations AAAI 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022