BruntonUWBio / HTNet_generalized_decodingLinks
ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.
☆30Updated 4 years ago
Alternatives and similar repositories for HTNet_generalized_decoding
Users that are interested in HTNet_generalized_decoding are comparing it to the libraries listed below
Sorting:
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆64Updated 2 months ago
- Artifact Subspace Reconstruction for Python☆60Updated 6 months ago
- Automatic EEG IC classification plugin for EEGLAB☆70Updated 2 months ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆27Updated 5 years ago
- A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.☆33Updated 5 years ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆56Updated 11 months ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 10 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75Updated 3 years ago
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆48Updated last year
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Updated 4 months ago
- Analyze and manipulate EEG data using PyEEGLab.☆63Updated 5 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆168Updated 3 weeks ago
- ☆18Updated 5 years ago
- EEGLAB plug-in to compute Phase-Amplitude Coupling using different methods☆42Updated last year
- SEREEGA: Simulating Event-Related EEG Activity☆75Updated 2 years ago
- ☆49Updated 5 months ago
- Automatic labeling of ICA components in Python.☆113Updated last week
- TMS-EEG signal analyser (TESA) code repository☆24Updated 2 months ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆49Updated last year
- EEG Pre-Processing Pipeline☆50Updated 5 months ago
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆13Updated last year
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆74Updated last year
- Example methods for estimation of phase of brain-rhythms for real-time use☆12Updated last year
- Scripts in Matlab to run neurofeedback session☆46Updated 6 months ago
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Updated 2 years ago
- ☆77Updated 2 years ago
- Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint☆43Updated 2 years ago
- The Batch Electroencephalography Automated Processing Platform (BEAPP)☆39Updated 4 months ago
- Preferential Subspace Identification Algorithm☆54Updated last month
- Harvard Automated Pre-Processing Pipeline for EEG☆63Updated last year