conftrace_

brain dynamics

5 papers

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Co-occurring keywords

functional magnetic resonance imaging (42) self-supervised learning (3777) neuroimaging datum (16) dynamical system (398) brain imaging (60) time series (435) fmri analysis (61) spatiotemporal masking (1) demographic prediction (6) non-markovian dynamics (3)

Papers

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

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

Neural Integro-Differential Equations AAAI 2023

SwiFT: Swin 4D fMRI Transformer NIPS 2023

Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NIPS 2022