The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch
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Nov 24, 2024 - Python
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neural-decoding
Here are 14 public repositories matching this topic...
Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023
machine-learning coding-theory error-correcting-codes polar-codes polar-decoders neural-decoding pac-codes
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Oct 22, 2023 - Python
[INTERSPEECH 2025]Official code for "MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction"
speech-synthesis transformer brain-computer-interface multimodal-learning mel-spectrogram ieeg neural-vocoder phase-reconstruction neural-decoding bio-signal-processing brain-to-speech prosody-modeling
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Aug 8, 2025 - Python
Image Reconstruction from Brain fMRI imaging using Diffusion Models
deep-learning image-reconstruction neuroscience computational-neuroscience fmri diffusion-models neural-decoding stable-diffusion
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Jan 31, 2024 - Python
This repository is for ACL 2022 findings paper: Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.
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Nov 11, 2022 - Python
Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"
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Jul 25, 2022 - Python
Code for the paper "Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings".
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Sep 12, 2025 - Python
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
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Jul 3, 2020 - Python
This repository contains code implementations for the Discriminative Kalman Filter.
machine-learning recursive-bayesian-estimation discriminative-learning bayesian-filtering neural-decoding
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Nov 6, 2023 - Python
Deep learning system that interprets brain signals from EEG/fMRI to control devices, predict neurological disorders, and enable brain-computer interfaces.
deep-learning signal-processing deep-learning-algorithms brain-computer-interface signal-processing-algorithms deep-learning-framework signal-processing-on-graphs neural-decoding biomedical-ai healthcare-technology healthcare-technology-solutions brain-computer-interface-classification
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Nov 7, 2025 - Python
RNN is trained to reconstruct the original vector representation of perceived words from the neural activity recorded by fNIRS.
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May 21, 2025 - Python
Solving Non-differentiable Spiking Inverse Problems via Diffusion Posterior Sampling (DPS) and Differentiable Proxy Learning
python computer-vision pytorch computational-neuroscience spiking-neural-networks neuromorphic bci brain-computer-interface snn diffusion-models inverse-problem neural-decoding generative-ai
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Jan 25, 2026 - Python
Post-hoc analysis of relevant spatiotemporal features for speech decoding using a linear support vector classifier and LDA. The post-hoc analysis is made by using the SHAP technique
linear-models fnirs interpretable-machine-learning shap shapley-value relevant-feature-analysis neural-decoding shapley-additive-explanations speech-decoding perceived-speech
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Jun 10, 2025 - Python
Audio-guided cross-modal fusion framework for motion-aware fMRI-to-video reconstruction.
computer-vision deep-learning neuroscience fmri cross-modal multimodal-learning audio-visual neural-decoding video-reconstruction
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Jan 28, 2026 - Python
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