MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
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Feb 4, 2025 - Python
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electroencephalography
Electroencephalography (EEG) is a non-invasive method for recording electrical activity in the brain, first performed on humans by Hans Berger in 1924 (Berger, 1929).
Here are 76 public repositories matching this topic...
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
visualization python machine-learning statistics neuroscience meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ecog
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Feb 3, 2025 - Python
Deep learning software to decode EEG, ECG or MEG signals
python deep-learning neuroscience pytorch meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ecog electroencephalogram
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Feb 1, 2025 - Python
3D Visualization of Brain MRI
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Feb 1, 2025 - R
Plotting and visualization tools for EEG data, with additional Unfold.jl regression ERP methods. Based on the visualization libraries Makie.jl and AlgebraOfGraphics.jl
visualization plots erp julia eeg plotting electroencephalography butterfly event-related-potentials makie eeg-visualization topoplots
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Feb 4, 2025 - Julia
BESA MATLAB Scripts
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Jan 30, 2025 - MATLAB
A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy
bioinformatics neuroscience biomedical-informatics eeg medical eeg-signals ect depression electroencephalography psychtoolbox biosignals medical-physics eeg-analysis biomedical-data-science psychiatry eeg-signals-processing medecine biosignal brainstimulation
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Jan 26, 2025 - Python
PEARL-Neuro Dataset: Updates, Additional Study Details, and List of Research Outputs
data genetics neuroscience eeg dataset fmri electroencephalography alzheimers-disease dementia apoe biology-practical alzheimers-research
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Jan 8, 2025
The official repository implement of QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding (IEEE SiPS2024)).
deep-learning quantum-computing electroencephalography quantum-machine-learning quantum-classical eeg-classification eeg-signals-processing hybrid-quantum-neural-network
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Nov 27, 2024 - Python
Automated rejection and repair of bad trials/sensors in M/EEG
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Nov 19, 2024 - Python
ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides eno…
erp matlab neuroscience csd cognitive-science electroencephalography eeg-data eeglab erp-data eeglab-toolbox erplab event-related-potentials
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Feb 1, 2025 - MATLAB
Signal Processing & Machine Learning
machine-learning statistics entropy signal-processing information-theory eeg electroencephalography signal-analysis mea wavelet-analysis wavelet-transform multielectrode ramanujan biomedical-signal-processing multieletrodearray-processing transform-methods ramanujan-methods
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Sep 1, 2024 - HTML
Matlab and Python implementation of the Joint Decorrelation Algorithm
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Aug 25, 2024 - Jupyter Notebook
A method designed for robust data visualization and analysis, using an innovative technique specifically developed for anomaly detection in time series. Baptised "Convolutional Kernel Density Estimation" (CKDE), this approach enhances the detection and analysis of anomalies.
python biology signal-processing image-processing software-engineering convolution electroencephalography epilepsy
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Aug 23, 2024 - Python
Some tools and tips for electroencephalography
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Jul 25, 2024 - R
Sleep Data Analysis with R
cran r signals heart-rate-variability r-package electroencephalography sleep mdf sleep-data-analysis sleep-record
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Jun 2, 2024 - R
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages
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May 26, 2024 - Jupyter Notebook
EEG Alpha Band Power Topographies of Educated Subjects while Solving an IQ Test: A Case Study
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Apr 19, 2024
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
python arduino eeg eeg-signals wheelchair electroencephalography eeg-data neurosky arduino-uno bci eeg-analysis neurosky-mindwave neurosky-mindwave-headset braincomputerinterface
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Apr 14, 2024 - Python
Assorted machine learning implementations for medical data.
machine-learning medicine reinforcement-learning computer-vision deep-learning neuroscience eeg medical mri gan vae fmri electroencephalography radiology magnetic-resonance-imaging computed-tomography tumor-segmentation neurology functional-mri hemorrhage-detection
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Mar 30, 2024 - Python
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