11 results found Sort:

eeyhsong
EEG-Transformer eeyhsong
29
267
gpl-3.0
3
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (c...
eeg vit attention transformer deep-learning eeg-classification attention-mechanism physiological-signals common-spatial-pattern
Created 2021-05-27
30 commits to main branch, last one about a year ago
ismorphism
DeepECG ismorphism
86
243
mit
10
ECG classification programs based on ML/DL methods
ecg qrs keras cardio mit-bh python dataset heart-rate physiology tensorflow deep-learning bioinformatics cinc-challenge neural-network chemoinformatics ecg-classification physiological-signals recurrent-neural-networks convolutional-neural-networks electrode-voltage-measurements
Created 2017-05-30
62 commits to master branch, last one about a month ago
xliucs
MTTS-CAN xliucs
56
171
mit
8
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
ppg rppg neurips healthcare mobilehealth neurips-2020 on-device-ai on-device-ml deep-learning cardiovascular computer-vision mobile-computing physiologicalsensing ubiquitous-computing physiological-signals remote-physiological-measurement
Created 2020-10-06
30 commits to main branch, last one about a year ago
YyzHarry
SimPer YyzHarry
7
121
other
17
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
iclr iclr2023 healthcare periodicity periodic-tasks computer-vision periodic-signals periodic-learning contrastive-learning physiological-signals representation-learning self-supervised-learning
Created 2022-10-06
11 commits to main branch, last one about a year ago
embodied-computation-group
systole embodied-computation-group
31
81
gpl-3.0
4
Systole: A python package for cardiac signal synchrony and analysis
hrv ppg bokeh oximeter biosignals psychophysiology electrocardiography photoplethysmography physiological-signals heart-rate-variability psychology-experiments
Created 2019-11-05
537 commits to master branch, last one about a year ago
physiopy
phys2bids physiopy
45
65
apache-2.0
7
Python3 library to format physiological files in BIDS. At the moment, it supports Acqknowledge and Labchart. BrainHack participants, check the issues with the BrainHack labels!
ge bids spike2 brainweb labchart closember physiology acqknowledge hacktoberfest python3-library physiological-signals physiological-recordings
Created 2019-09-16
2,586 commits to master branch, last one about a month ago
Gabrock94
Pysiology Gabrock94
7
61
gpl-3.0
10
A Python package for physyological's signals processing
ecg eda emg gsr python ecg-signal emg-signal physiology electrophysiology signal-processing physiological-signals electrophysiological-data
Created 2017-11-02
101 commits to master branch, last one 5 months ago
Gijom
TEAP Gijom
20
57
gpl-3.0
11
Toolbox for Emotion Analysis using Physiological signals
toolbox emotion-analysis extract-features affective-computing physiological-signals
Created 2016-06-03
360 commits to master branch, last one 2 years ago
SamProell
yarppg SamProell
15
52
mit
2
Yet another implementation of remote photoplethysmography (rPPG) in Python
computer-vision pulse-detection photoplethysmography physiological-signals
Created 2019-10-11
133 commits to master branch, last one 7 days ago
Edouard99
Stress_Detection_ECG Edouard99
6
41
unknown
1
:stethoscope: This project aims to detect stress state based on Electrocardiogram :hearts: signals (WESAD Dataset) analysis with a deep learning model.
ecg-signal deep-learning classification signal-processing physiological-signals
Created 2022-09-09
25 commits to main branch, last one 2 years ago
willxxy
awesome-mmps willxxy
2
36
mit
3
Corpus of resources for multimodal machine learning with physiological signals (mmps).
wearable biosignals multimodal deep-learning multimodal-data machine-learning wearable-devices signal-processing multimodal-learning physiological-signals multimodal-deep-learning
Created 2023-08-26
229 commits to main branch, last one 15 hours ago