Hyperparameter Optimization of Evolving Spiking Neural Network for Time-Series Classification

• Main Authors: Ibad, T., Abdulkadir, S.J., Aziz, N., Ragab, M.G., Al-Tashi, Q.
• Format: Article
• Published: 2022
• Online Access: http://scholars.utp.edu.my/id/eprint/33979/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127539295&doi=10.1007%2fs00354-022-00165-3&partnerID=40&md5=1292a91ea1f1dcb8a29a68bbe48db037
• Institution: Universiti Teknologi Petronas

Spiking neural networks are the third generation of artificial neural networks that are inspired by a new brain-inspired computational model of ANN. Spiking neural network encodes and processes neural information through precisely timed spike trains. eSNN is an enhanced version of SNN, motivated by...