IEEE

An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions

Abstract: Emotions are caused by a human brain reaction to objective events. The purpose of this study is to investigate emotion identification by machine learning using electroencephalography (EEG) ...
IEEE

Neuroevolutionary Convolutional Neural Network Design for Low-Resolution Face Recognition

Abstract: Face recognition (FR) is one of the most widely used biometric methods for identity authentication. Although most of the recently proposed methods demonstrate remarkable performance on ...
GitHub

A Java implement of Convolutional Neural Network.

public void buildNetwork(){ //cteate network and set parameter network = new Network(); network.setBatch(100); network.setLoss(new LogLikeHoodLoss()); //network ...
GitHub

A Java implement of Convolutional Neural Network.

public void buildNetwork(int numOfTrainData){ //首先构建神经网络对象，并设置参数 network = new Network(); network.setThreadNum(8); network.setBatch(20 ...