kirubhanandan Goto Github PK

attnsleep

The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

braindecode

Deep learning software to decode EEG or MEG signals

btp_seizure_pred

code

ECG Classification

controls-bootcamp

Control systems presentations covering the boot camp lectures by steve brunton ref: https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeNNR20Mz-VpzgfQs5zrYi085m

eeg

Python toolbox for EEG analysis

eeg-analyse

Scripts and functions to analyse various paradigms and experiments in EEG signal processing literature

eeg-datasets

A list of all public EEG-datasets

epileptic-seizure-detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

feature-selection

hello-world

numpy tutorial

mneflow

Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.

physionet

A convolutional neural network to detect atrial fibrillation from a single-lead ECG

pyeeg

Python + EEG/MEG = PyEEG

pytorch-lstm

Pytorch implemntation of "Lstm: A search space odyssey" paper

pyvisgraph

Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points

roc-curves-for-machine-learning-algorithms

seizure-detection-tutorials

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

stgcn-pytorch

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

time-series-medicine

Code and documentation for seizure prediction from EEG data

vg_communitydetection

Visibility Graph Community Detection code and data for manuscript

vgspectra

Visibility graphs for robust harmonic similarity measures between audio spectra

vizgradcam

vizgradcam is the fastest way to visualize GradCAM with your Keras models.