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Search results for physiological signals

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12 search results found

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets

Eeg Transformer ⭐ 79

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 (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

Systole: A python package for cardiac signal synchrony and analysis

Phys2bids ⭐ 56

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!

Pysiology ⭐ 54

A Python package for physyological's signals processing

Toolbox for Emotion Analysis using Physiological signals

Yet another implementation of remote photoplethysmography (rPPG) in Python

Bounded Kalman Filter Method For Motion Robust Non Contact Heart Rate Estimation ⭐ 21

Bounded Kalman filter method for motion-robust, non-contact heart rate estimation

Abpimputation ⭐ 11

Package for imputing the arterial blood pressure (ABP) waveform from non-invasive physiological waveforms (PPG & ECG) using a deep neural network

Gx_tes_eeg_physio_behavior ⭐ 10

Supporting code for the GX Dataset

PyTorch code for continual learning of cardiac signals with CLOPS

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Machine Learning Physiological Signals (4)

Dataset Physiological Signals (3)

Ecg Signal Physiological Signals (3)

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