BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
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Updated
May 14, 2024 - C++
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.
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
EntroPy: complexity of time-series in Python (DEPRECATED)
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
An R package for processing and plotting of electroencephalography (EEG) data
Analyze and manipulate EEG data using PyEEGLab.
[ETH Zurich] My projects for the module "Advanced Machine Learning" at ETH Zürich (Swiss Federal Institute of Technology in Zurich) during the academic year 2019-2020.
A set of tools to analyze and create charts from Muse EEG devices.
A MATLAB application to automatize analysis of EEG data
Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence
In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person
Supporting code for the GX Dataset
A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.
Python implemementation of the FBCSP algorithm
MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows
A package for manipulating EEG data in R.
PhyAAt: Physiology of Auditory Attention - Processing Library
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