10 results found Sort:

brainflow-dev
brainflow brainflow-dev
331
1.3k
other
30
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
bci ecg eeg emg muse python openbci biosensor brainflow biosensors biosignals emg-signal eeg-analysis neuroscience brain-control signal-processing brain-machine-interface brain-computer-interface
Created 2018-07-15
1,363 commits to master branch, last one 3 days ago
raphaelvallat
yasa raphaelvallat
115
425
bsd-3-clause
19
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
stft numba sleep deep-sleep eeg-signals eeg-analysis sleep-scoring sleep-staging peak-detection sleep-analysis sleep-spindles signal-processing spectral-analysis artefact-rejection sleep-stage-scoring
Created 2018-12-13
367 commits to master branch, last one 4 months ago
SuperBruceJia
EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia
47
204
unknown
5
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
eeg esi cnns matlab python eeg-data brain-com tensorflow eeg-signals eeg-analysis motor-imagery tensorflow-models eeg-classification motor-imagery-tasks motor-imagery-training tensorflow-experiments brain-computer-interface motor-imagery-classification convolutional-neural-networks
Created 2019-06-04
18 commits to master branch, last one 6 months ago
raphaelvallat
entropy raphaelvallat
47
156
bsd-3-clause
9
EntroPy: complexity of time-series in Python (DEPRECATED)
eeg python entropy biosignals complexity non-linear eeg-analysis entropy-bits neuroscience machine-learning signal-processing eeg-classification features-extraction permutation-entropy
Created 2018-10-16
106 commits to master branch, last one 3 years ago
SMorettini
CNNs-on-CHB-MIT SMorettini
36
105
gpl-3.0
3
The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
chb-mit cnn-keras eeg-analysis seizure-prediction
Created 2018-09-20
19 commits to master branch, last one about a year ago
craddm
eegUtils craddm
27
104
other
10
An R package for processing and plotting of electroencephalography (EEG) data
r eeg rstats eeg-data eeg-signals eeg-analysis eeg-signals-processing
Created 2017-03-18
927 commits to main branch, last one 28 days ago
dreamento
dreamento dreamento
9
79
mit
9
Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.
dream sleep python real-time eeg-analysis lucid-dreaming sleep-analysis dream-engineering automatic-sleep-analysis
Created 2022-07-03
148 commits to main branch, last one 8 months ago
sari-saba-sadiya
EEGExtract sari-saba-sadiya
10
63
gpl-3.0
3
A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.
eeg-analysis eeg-features eeg-signals-processing extracting-eeg-features
Created 2021-01-06
25 commits to main branch, last one 2 years ago
guangyizhangbci
EEG_Riemannian guangyizhangbci
11
61
mit
2
IEEE Transactions on Emerging Topics in Computational Intelligence
affective eeg-analysis deep-learning feature-engineering riemannian-geometry vigilance-estimation long-short-term-memory motor-imagery-classification
Created 2022-01-29
152 commits to main branch, last one 11 months ago
Z-Fran
DEAP-EEG-Emotion-Analyse-and-Classify Z-Fran
6
32
mit
1
Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。
deap-dataset eeg-analysis emotion-analysis eeg-classification
Created 2022-04-10
4 commits to main branch, last one 2 years ago