NeuroMambaLLM learns dynamic brain graphs from fMRI with a Mamba model and a frozen LLaMA-3-8B with LoRA, reaching 72.12% accuracy on ABIDE I.
Available: https://arxiv.org/abs/2502.05757
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NeuroMambaLLM: Dynamic Graph Learning of fMRI Functional Connectivity in Autistic Brains Using Mamba and Language Model Reasoning
NeuroMambaLLM learns dynamic brain graphs from fMRI with a Mamba model and a frozen LLaMA-3-8B with LoRA, reaching 72.12% accuracy on ABIDE I.