Automatic Feature Extraction from Biosignals Using Convolutional Neural Models

Abstract

Our main goal is to achieve a convolutional neural model which can be used as a first step by classifiers, extracting the most relevant features of a biosignal and eliminating the need to study and select the relevant features to train the classifier.