14 results found Sort:

brainflow-dev
brainflow brainflow-dev
342
1.4k
other
28
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
1,376 commits to master branch, last one about a month ago
raphaelvallat
yasa raphaelvallat
117
458
bsd-3-clause
17
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
379 commits to master branch, last one about a month ago
snailpt
CTNet snailpt
4
234
mit
3
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
bci cnn loso ctnet mi-eeg attention bci-iv-2a transformer eeg-analysis motor-imagery eeg-transformer conv-transformer eeg-classification mi-eeg-classification brain-computer-interface
Created 2024-07-19
80 commits to main branch, last one 6 days ago
SuperBruceJia
EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia
48
218
unknown
4
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 11 months ago
raphaelvallat
entropy raphaelvallat
47
158
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 4 years ago
SMorettini
CNNs-on-CHB-MIT SMorettini
37
110
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
106
other
9
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 5 months ago
dreamento
dreamento dreamento
10
95
mit
10
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 about a year ago
guangyizhangbci
EEG_Riemannian guangyizhangbci
11
66
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 about a year ago
sari-saba-sadiya
EEGExtract sari-saba-sadiya
11
65
gpl-3.0
2
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
tothemoon10080
CHB-MIT-data-preprocessing-and-prediction tothemoon10080
6
35
mit
1
This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cleansing, feature extraction, and handling imbalanced datasets, a...
python eeg-analysis chb-mit-dataset machine-learning signal-processing data-preprocessing feature-extraction epilepsy-prediction healthcare-analytics
Created 2023-11-22
2 commits to main branch, last one about a year ago
Z-Fran
DEAP-EEG-Emotion-Analyse-and-Classify Z-Fran
7
35
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
5 commits to main branch, last one a day ago
ChiShengChen
MUSE_EEG ChiShengChen
0
30
unknown
2
The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
eeg-analysis deep-learning zero-shot-learning multimodal-learning contrastive-learning eeg-signals-processing
Created 2024-05-22
41 commits to main branch, last one a day ago
comojin1994
DFformer comojin1994
2
26
unknown
3
Towards Domain Free Transformer for Generalized EEG Pre-training
eeg pytorch sleep-eeg eeg-signals transformer eeg-analysis deep-learning motor-imagery motor-imagery-eeg pre-trained-model transfer-learning eeg-classification self-supervised-learning sleep-stage-classification motor-imagery-classification
Created 2023-11-09
12 commits to main branch, last one about a year ago