Official code base for MinD-Video

[CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"

[NeurIPS 2024] Official code base for NeuroClips

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019

FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).

Self-Supervised RGBD Reconstruction from Brain Activity

Official code base for ‘Lite-Mind : Towards Efficient and Robust Brain Representation Learning’

🌟 Welcome to the official code repository for our ICML 2025 paper MindAligner!

Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation".

[AAAI 2026 Oral] Multigranular Evaluation for Brain Visual Decoding

Code for the paper "Towards Unified Brain-to-Text Decoding Across Speech Production and Perception"

Python code for decoding EEG motor imagery conditions using a convolutional neural network.

Application of Fully Connected Neural Networks (FCNs) & Graphical Convolutional Neural Networks (GCNs) using pytorch to fmri movie data

The Neural Interface Foundation Challenge — NeurIPS 2026 Sydney. An open-source brain-decoding benchmark with four tracks across EEG, EMG, sleep, and BCI.

Curated papers, datasets, and tools for fMRI-based encoding models, decoding, and representational analyses (language, vision, video, audio, and mental state).

Decoding of fMRI signals of stimuli images into the captions

This repostiry contains the code requires to train a SVM and LDA models to distinguish between perceived speech and silence from fNIRS signals.

Open-source, local-first EEG/MEG language-decoding research toolkit with bounded data access, honest baselines, reproducible caches, and explicit proof boundaries.

BrainBridge for EEG, MEG, and fMRI retrieval and conversion in a shared CLIP space.

Portfolio assignment for advanced cognitive neuroscience (F2023)