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abnormal-eeg-signal-classification-using-cnns

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

analysis-of-college-graduates-employment-orientation

本项目旨在建立一个基于大数据处理的大学生就业方向分析预测系统，通过爬虫技术获取各大公司和著名招聘网站的大量招聘信息，然后将获取的数据进行清洗分类后储存在数据库中，最后从大学生的就业角度出发，通过算法分析数据，建立一个帮助大学生明确就业方向与社会需求的平台

bigproject

EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models

braindecode

Moved to https://github.com/TNTLFreiburg/braindecode!

cnn-mi-bci

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

daily-report

ece-c247-eeg-gan

GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.

eeg-datasets

A list of all public EEG-datasets

eeg-feature-extraction-toolbox

This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.

eeg-motor-imagery-classification-cnns-tensorflow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

eeg-transformer

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.

eeg_classification_deeplearning

EEG Signal Classification using LSTM on various datasets

eeg_svm

An EEG dichotomy program file , using CSP and SVM.

eeg_visual_classification

eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

iclabel

Automatic EEG IC classification plugin for EEGLAB

learnc

learngit

leetcode_java

LeetCode practise

linux-cw

Courseware and Slides for Linux OS

matclassrsa

Classification toolbox in Matlab for EEG data.

notes

这是笔记/教程的初始模板，可以从 fork 这个工程开始。内容可以自己创建、修改或删除。

pre-trained-eeg-for-deep-learning

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)

sentinel-golang

Sentinel Go enables reliability and resiliency for Go microservices

sunyucheng