Electrocardiogram Signal have an important information in monitoring and detecting various Cardiovascular Dieseas (CVDs).This paper aims to develop an algorithm that can accurately extracts the features of Electrocardiogram Signal and classify the abnormal Electrocardiogram Signal using Convolutional Neural Network.

Keywords : Electrocardiogram Signal (ECG), Convolutional Neural Network(CNN), MIT-BIT Cardiovascular Dieseas (CVDs)