Automatically process entire electrophysiological datasets using MNE-Python.
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Dec 9, 2024 - Python
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mne-python
Here are 68 public repositories matching this topic...
Automated rejection and repair of bad trials/sensors in M/EEG
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Nov 19, 2024 - Python
Connectivity algorithms that leverage the MNE-Python API.
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Dec 11, 2024 - Python
A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).
cnn eeg transformer bci motor-imagery-classification mne-python gcn bci-systems motor-imagery eeg-classification eeg-signals-processing moabb braindecode
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Aug 3, 2024 - Jupyter Notebook
Analyze and manipulate EEG data using PyEEGLab.
tensorflow keras eeg dataset preprocessing eeg-data mne-python eeg-analysis eeg-classification eeg-signals-processing
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Dec 5, 2020 - Python
Representational Similarity Analysis on MEG and EEG data
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Oct 15, 2024 - Python
Realtime data analysis with MNE-Python
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Dec 2, 2024 - Python
EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code
neural-network solutions meg eeg inverse mne-python inverse-solutions anns simulate-data convdip esinet
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Apr 25, 2024 - Jupyter Notebook
[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time
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May 30, 2018 - Python
Neuropycon package of functions for electrophysiology analysis, can be used from graphpype and nipype
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Feb 11, 2023 - Python
Analysis scripts for group analysis of MEG data in both Python and MATLAB associated with Andersen, L.M., 2018. Group Analysis in MNE-Python of Evoked Responses from a Tactile Stimulation Paradigm: A Pipeline for Reproducibility at Every Step of Processing, Going from Individual Sensor Space Representations to an across-Group Source Space Repres…
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Mar 10, 2020 - MATLAB
EEG Motor Imagery Classification Using CNN, Transformer, and MLP
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Mar 13, 2024 - Jupyter Notebook
Quick guide and tutorial to scientific data python programming
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Nov 27, 2024 - Jupyter Notebook
Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data
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Dec 13, 2021 - Jupyter Notebook
visualization eeg preprocessing sleep mne-python eeg-analysis sleep-research sleep-eeg sleep-analysis yasa fooof
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Oct 27, 2024 - Jupyter Notebook
MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.
python erp eeg mne signal preprocessing event-related-potentials mne-python ica independent-component-analysis eeg-preprocessing mne-preprocessing
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Nov 26, 2024 - Jupyter Notebook
Estimate/compute high-frequency oscillations (HFOs) from iEEG data that are BIDS and MNE compatible using a scikit-learn-style API.
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Dec 26, 2023 - Python
BrainVision EEG data classification using the MNE, Keras and the scikit-learn libraries.
machine-learning deep-learning neural-network scikit-learn keras recurrent-neural-networks eeg classification convolutional-neural-networks svm-classifier lstm-neural-networks mne-python linear-discriminant-analysis eeg-classification brainvision
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Mar 24, 2023 - Python
A beginner's guide to analyze MEG data using MNE-Python
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Sep 26, 2020 - Jupyter Notebook
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