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3dbrain

3D Brain for AI - User Interface - Thee.js

ants_youtube_videos

The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.

bci_mi_wavelet_cnn

Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network

biomed

Prediction of Epileptic Seizures using Spectrograms.

btp_seizure_pred

chbmit-seizure-prediction

Predicting seizures in pediatric subjects with intractable seizures. Data from Children's Hospital Boston MIT.

cmorlet-tensorflow

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

cnn-aided-factor-graphs-with-estimated-mutual-information-features-for-seizure-detection-mical

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

course-content-dl

NMA deep learning course

cwt2d_morlet

2D Continuous Wavelet Transform with Morlet

data-analysis

Data Science Using Python

deep-learning-methods-on-eeg-recordings-to-predict-epileptic-seizures

We try to detect the epilepsy using the EEG Signal Recordings and classifying them using pre-trained CNN models between preictal and interictal classes.

deep_learning_algorithms_from_scratch

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

detecting-and-predicting-seizure-onset

This repo contains the code of my BrainStation capstone project.

dl-eeg-playground

Deep Learning EEG Playground

dl-models-for-seizure-detection-using-spectrograms

This repository contains codes for binary image classification of seizure detection. EEG signals can be converted into spectrogram images which can be used as inputs for deep learning and transfer learning models.

dss-on-epileptic-eeg-signals

supervised machine learning techniques to predict seizures.

early-epileptic-seizure-detection

ece496

Capstone project in detecting artifacts in EEG's for predicting seizures in infants in supervision of Prof. Bardakjian

eeg-seizure-prediction-wt-cnn

eeg-signal-detection-epileptic-seizure-

eeg_analysis

Tutorial for EEG preprocessing using MNE in Jupyter notebooks

eeg_dsp

EEG signal processing using python during normal brain activity and seizure.

eeg_seizure_detection_chb-mit

A python notebook for seizure detection using Spectrogram and CNN's

epihealthml

EpiHealth is a seizure prediction and detection app that uses AI and biometric data from wearable wrist devices to give people with epilepsy autonomy over their condition. Additional metrics such as stress levels are monitored to keep users aware of their triggers.

epilepsy-prediction

Seizure & Epilepsy Prediction - CS109A Harvard University

epileptic-brain-seizure-detector

epileptic-seizure-detection

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

epileptic-seizure-prediction

Epileptic Seizure Prediction with EEG Data and Logistic Regression in Python 🧠 🐍