Identification of Epileptic Seizures using Autoencoders and Convolutional Neural Network

• Main Authors: Divya, P., Aruna Devi, B., Prabakar, S., Porkumaran, K., Kannan, R., Nor, N.B.M., Elamvazuthi, I.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124149874&doi=10.1109%2fICIAS49414.2021.9642570&partnerID=40&md5=89497753288aa6a94a71584f390ba27f; http://eprints.utp.edu.my/29196/

Contemporary application of machine learning has paved a way for the medical diagnosis automation without any manual intervention. Once such application is early deduction of the epileptic seizures. Earlier identification of seizures aids specialists towards diagnosis. This paper analyzes on the det...