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All Journal Jurnal Mantik JUDIMAS (Jurnal Inovasi Pengabdian Kepada Masyarakat) Jurnal Abdimastek (Pengabdian Masyarakat Berbasis Teknologi)
Teddy Surya Gunawan
Universitas Potensi Utama
Humanities Computer Science & IT Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Library & Information Science

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Journal : Jurnal Mantik

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The Activity Activation Function Of Multilayer Perceptron - Based Cardiac Abnormalities: The Activity Activation Function Of Multilayer Perceptron - Based Cardiac Abnormalities Mutiara S. Simanjuntak; Wanayumini Wanayumini; Rika Rosnelly; Teddy Surya Gunawan
Jurnal Mantik Vol. 4 No. 1 (2020): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

Cardiac disorders refer to irregular activity at the heart. Cardiac abnormalities sometimes do not exhibit any and unreasonable symptoms that can lead to sudden death due to heart-cracking functions. This article is to develop a program capable to detect cardiac abnormalities activity through the application of Multilayer Perceptron (MLP). A certain number of heart rate signal data from an electrocardiogram (EKG) will be used in this paper to train and to test the network performance of the MLP. MLP is trained by several techniques that Backpropagation (BP), Bayesian regularity (BR), and Levenberg-Marquardt (LM).
Co-Authors B. Herawan Hayadi Cindy Paramitha Muhammad Sadikin Muhammad Sadikin Mutiara S. Simanjuntak Rika Rosnelly Wanayumini Wulan dari