EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
A framework for decoding videos from EEG using Seq2Seq and DANA modules with an inflated Stable Diffusion model
Research Blogs
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
An exploration of how MindLLM uses neuroscience-guided attention to map fMRI signals to language — bridging cognition and language models.
Generative language reconstruction from brain recordings
From Brain signals to Story: Decoding Continuous Language from fMRI Using Language Models
Semantic reconstruction of continuous language from non-invasive brain recordings
From Brain signals to Story: Decoding Continuous Language from fMRI Using Language Models
MindLLM and Neuroscience-Informed Attention: Decoding the Brain with Language Models
An exploration of how MindLLM uses neuroscience-guided attention to map fMRI signals to language — bridging cognition and language models.