Grammatical structure detection by instinct plasticity based echo state networks with genetic algorithm

• Main Authors: Liu, Zongying, Li, Shaoxi, Pan, Mingyang, Loo, Chu Kiong
• Format: Article
• Published: Elsevier 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/33730/
• Institution: Universiti Malaya

A novel model called Instinct Plasticity Echo State Network with New Weights Selection Method, which is Optimized by Genetic Algorithm, is proposed (IP-NESN-GA). There are three proposed methods that are employed in the conventional ESN. New weights selection method provides a novel approach to repl...