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The Top 21 Time Series Eeg Open Source Projects

Open source projects categorized as Time Series Eeg
Categories > Science > Eeg
Categories > Data Storage > Time Series
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11most recent commit 14 days agopypi pyriemann} Downloads
Ts Tcc ⭐ 226
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
most recent commit 8 months ago
Analyzing_neural_time_series ⭐ 124
python implementations of Analyzing Neural Time Series Textbook
most recent commit 2 years ago
Adatime ⭐ 77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
most recent commit 10 months ago
Tsception ⭐ 50
PyTorch implementation of TSception
most recent commit a year ago
Eegclassificationmcnn ⭐ 46
Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.
most recent commit 7 years ago
Eeg_real_time_seizure_detection ⭐ 32
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting
most recent commit a year ago
Adast ⭐ 23
[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
most recent commit 7 months ago
Hctsatutorial_bonneeg ⭐ 16
hctsa tutorial using the five-class Bonn EEG dataset
most recent commit 9 months ago
Eeg Transformer Seq2seq ⭐ 14
Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media Lab.
most recent commit 3 years ago
Detrtime ⭐ 14
DETRtime, a framework for time-series segmentation
most recent commit 9 months ago
Pacmeg ⭐ 10
MATLAB scripts for detecting and validating phase amplitude coupling (PAC) in electrophysiological data
most recent commit 4 years ago
Physiology Viewer ⭐ 9
This is a suite of python programs and example datasets for displaying graphs of EEG, ECG and respiration data recorded by the Muse headband and Vernier probe devices.
most recent commit 5 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
Muse Eeg Toolkit ⭐ 8
A collection of common utilities for building a Muse Android app.
most recent commit 6 years ago
Fast Permutation Entropy ⭐ 7
MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows
most recent commit 5 years ago
Portunus ⭐ 6
🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.
most recent commit 2 years ago
Bof_eeg ⭐ 6
Using Bag-of-Features to classify EEG time-series data
most recent commit 5 years ago
Multivariate Multiscale Permutation Entropy ⭐ 6
Apply multivariate multiscale permutation entropy transform to multivariate time series
most recent commit 9 months ago
Chbmit Seizure Prediction ⭐ 5
Anomaly prediction using brain signals with Fourier transformed features and SVM classifier.
most recent commit 2 years ago
Brede ⭐ 5
Brede
most recent commit a year ago
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