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Search results for python eeg analysis

22 search results found

Brainflow ⭐ 1,138

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Cnns On Chb Mit ⭐ 62

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

Dreamento ⭐ 57

Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.

Eeg_riemannian ⭐ 49

Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence

Muse Analysis Tools ⭐ 31

A set of tools to analyze and create charts from Muse EEG devices.

Pycrostates ⭐ 27

Fbcsp Python ⭐ 25

Python implemementation of the FBCSP algorithm

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

Eegextract ⭐ 13

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

Brain Powered ⭐ 12

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

Hu Neuro Pipeline ⭐ 12

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

Pyeeglab ⭐ 10

Analyze and manipulate EEG data using PyEEGLab.

Eeg Pipeline ⭐ 9

End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python

Hfo Classification ⭐ 9

HFO classification

Bcibasedwheelchair ⭐ 8

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

Eeg Pyline ⭐ 8

EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.

3.eeg_recognation ⭐ 6

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Csp Python ⭐ 6

Python implementation of the CSP algorithm

Eeg_fconn ⭐ 5

Python library to compute functional connectivity measures from EEG

STE/MNI HFO detection, classification and visualization

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