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The Top 23 Python Eeg Signals Open Source Projects

Open source projects categorized as Python Eeg Signals
Categories > Eeg Signals
Eegwithraspberrypi ⭐ 777
Open-Source board for converting RaspberryPI to Brain-computer interface
most recent commit 5 months ago
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20most recent commit 4 months agopypi yasa} Downloads
Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
most recent commit a year ago
Eeg To Text ⭐ 99
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
most recent commit 4 months ago
Eegraph ⭐ 91
EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
total releases 18most recent commit 6 months ago
Eeg Gcnn ⭐ 56
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
most recent commit 2 years ago
Ds Ddpm ⭐ 28
Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals
most recent commit 6 months ago
Contrawr ⭐ 23
SSL: EEG dataset processing and EEG Self-supervised Learning
most recent commit a year ago
Iv 2a ⭐ 23
most recent commit 5 years ago
Ssvep Neural Generative Models ⭐ 21
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
most recent commit 3 years ago
Subject Invariant Ssvep Gan ⭐ 20
Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.
most recent commit a year ago
Multi Task Cnn Eeg Emotion ⭐ 17
Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.
most recent commit a year ago
Eeg Self Supervision ⭐ 15
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
most recent commit 10 months ago
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17most recent commit a year agopypi spkit} Downloads
Hu Neuro Pipeline ⭐ 12
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
total releases 28most recent commit 4 months ago
Eeg_convolutional_neural_net ⭐ 12
A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.
most recent commit 6 years ago
Phase Coherence For Python ⭐ 9
Function to calculate consistency of phase at a given frequency across measurements
most recent commit 6 years ago
Hfo Classification ⭐ 9
HFO classification
most recent commit 10 months ago
Bcibasedwheelchair ⭐ 8
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
most recent commit 3 years ago
Eeg Pyline ⭐ 8
EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.
most recent commit a year ago
Iitnet Official ⭐ 7
This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".
most recent commit 2 years ago
Deep Learning Based Emotion Recognition ⭐ 6
Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN
most recent commit 3 years ago
3.eeg_recognation ⭐ 6
Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism
most recent commit 3 years ago
The 2 Most Depended On Python Eeg Signals Open Source Projects
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20latest release December 14, 2022most recent commit 4 months agopypi yasa} Downloads
The 6 Latest Releases In Python Eeg Signals Open Source Projects
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Eeg_fconn ⭐ 5
Python library to compute functional connectivity measures from EEG
total releases 5latest release October 14, 2023most recent commit 7 months ago
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20latest release December 14, 2022most recent commit 4 months agopypi yasa} Downloads
Eegraph ⭐ 91
EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
total releases 18latest release November 24, 2022most recent commit 6 months ago
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