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Search results for time series eeg

19 search results found

Pyriemann ⭐ 574

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Analyzing_neural_time_series ⭐ 124

python implementations of Analyzing Neural Time Series Textbook

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Tsception ⭐ 50

PyTorch implementation of TSception

Eegclassificationmcnn ⭐ 46

Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.

Eeg_real_time_seizure_detection ⭐ 32

Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

Hctsatutorial_bonneeg ⭐ 16

hctsa tutorial using the five-class Bonn EEG dataset

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.

Detrtime ⭐ 14

DETRtime, a framework for time-series segmentation

MATLAB scripts for detecting and validating phase amplitude coupling (PAC) in electrophysiological data

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.

Phase Coherence For Python ⭐ 9

Function to calculate consistency of phase at a given frequency across measurements

Muse Eeg Toolkit ⭐ 8

A collection of common utilities for building a Muse Android app.

Fast Permutation Entropy ⭐ 7

MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows

🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.

Using Bag-of-Features to classify EEG time-series data

Multivariate Multiscale Permutation Entropy ⭐ 6

Apply multivariate multiscale permutation entropy transform to multivariate time series

Chbmit Seizure Prediction ⭐ 5

Anomaly prediction using brain signals with Fourier transformed features and SVM classifier.

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