Official code base for MinD-Video
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Dec 7, 2023 - Python
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brain-decoding
Here are 27 public repositories matching this topic...
[CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
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Dec 30, 2024 - Python
[NeurIPS 2024] Official code base for NeuroClips
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Jun 9, 2025 - MATLAB
Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019
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Jun 5, 2023 - Python
FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).
deep-learning time-series neuroscience bci brain-computer-interface ecog brain-decoding finger-movement
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Jan 17, 2024 - Jupyter Notebook
Self-Supervised RGBD Reconstruction from Brain Activity
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Jun 6, 2022 - Python
Official code base for ‘Lite-Mind : Towards Efficient and Robust Brain Representation Learning’
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Dec 3, 2024 - Jupyter Notebook
🌟 Welcome to the official code repository for our ICML 2025 paper MindAligner!
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Nov 29, 2025 - Python
Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation".
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Jun 1, 2025 - Jupyter Notebook
[AAAI 2026 Oral] Multigranular Evaluation for Brain Visual Decoding
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Dec 6, 2025 - Python
Code for the paper "Towards Unified Brain-to-Text Decoding Across Speech Production and Perception"
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Mar 16, 2026 - Python
Application of Fully Connected Neural Networks (FCNs) & Graphical Convolutional Neural Networks (GCNs) using pytorch to fmri movie data
neural-network fmri-data fully-connected-deep-neural-network brain-decoding graphical-neural-networks fmri-classification
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May 27, 2021 - Jupyter Notebook
Python code for decoding EEG motor imagery conditions using a convolutional neural network.
convolutional-neural-networks eeg-data brain-computer-interface brain-decoding motor-imagery-conditions
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Mar 12, 2025 - Python
The Neural Interface Foundation Challenge — NeurIPS 2026 Sydney. An open-source brain-decoding benchmark with four tracks across EEG, EMG, sleep, and BCI.
competition benchmark machine-learning deep-learning eeg emg brain-computer-interface neurotech biosignals sleep-staging neurips brain-decoding foundation-models moabb braindecode neurips-2026 eeg-to-image
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Aug 31, 2026 - HTML
Curated papers, datasets, and tools for fMRI-based encoding models, decoding, and representational analyses (language, vision, video, audio, and mental state).
awesome-list neuroimaging fmri bci brain-decoding neural-decoding representational-similarity encoding-models
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Jun 26, 2026
Open-source, local-first EEG/MEG language-decoding research toolkit with bounded data access, honest baselines, reproducible caches, and explicit proof boundaries.
python open-source machine-learning reproducible-research signal-processing meg eeg open-science neuroinformatics bids brain-computer-interface assistive-technology mne-python eeg-analysis research-software brain-decoding local-first neurotechnology neural-decoding brain2qwerty
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Aug 31, 2026 - Python
Decoding of fMRI signals of stimuli images into the captions
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Jul 25, 2024 - Jupyter Notebook
This repostiry contains the code requires to train a SVM and LDA models to distinguish between perceived speech and silence from fNIRS signals.
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May 6, 2025 - Jupyter Notebook
Portfolio assignment for advanced cognitive neuroscience (F2023)
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Nov 14, 2023 - Jupyter Notebook
BrainBridge for EEG, MEG, and fMRI retrieval and conversion in a shared CLIP space.
machine-learning deep-learning neuroscience meg eeg fmri representation-learning clip brain-computer-interface multimodal brain-decoding contrastive-learning
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Jul 4, 2026 - Python
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