functional magnetic resonance imaging
Functional magnetic resonance imaging (fMRI) is a neuroimaging technique that measures brain activity by detecting changes associated with blood flow. In AI, fMRI data can be analyzed to understand how different cognitive processes correlate with neural activity, informing the development of models in neuroscience and cognitive AI.
- Brain-Inspired fMRI-to-Text Decoding via Incremental and Wrap-Up Language Modeling
- BrainEC-LLM: Brain Effective Connectivity Estimation by Multiscale Mixing LLM
- BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model
- Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks
- Jacobian-Based Interpretation of Nonlinear Neural Encoding Model