Multilayer perceptron based activation function on heart abnormality activity
Ja’afar Adnan, Norwati Daud, Aida Syafinaz Mokhtar, Fakroul Ridzuan Hashim, Shahril Ahmad, A.F. Rashidi, Zairi Ismael Rizman · Journal of Fundamental and Applied Sciences · 2018
This paper is aimed to detect the heart abnormality by using multilayer perceptron (MLP) network.Several data from the electrocardiogram (ECG) signal is extracted to be set as the input parameters.In order to get the best result unipolar sigmoid, bipolar sigmoid, tangent hyperbolic and conic section function.The result obtained is then compared among the activation function techniques.