MAMBAxBrain: A Multi-task Neural Framework Linking Brain Functional Dynamics to Individual Fingerprints, Cognitive and Disease States
Yuqing Xia, Fahimeh Arab, Urmi Saha, Benjamin Snow Sipes, Grayson Gooden, Minghan Chen, Ashish Raj
MAMBAxBrain is a neural framework that models brain functional dynamics across multiple tasks, achieving high accuracy in brain fingerprinting, cognitive decoding, reaction time prediction, and schizophrenia classification.
bioRxiv · Feb 10, 2026 · PreprintNeuroscience