Learning to extract robust handcrafted features with a single observation via evolutionary neurogenesis

• Main Authors: Esfahani, Mahdi Abolfazli, Wang, Han, Bashari, Benyamin, Wu, Keyu, Yuan, Shenghai
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Particle Swarm Optimization; Convolutional Neural Network
• Online Access: https://hdl.handle.net/10356/160254
• Institution: Nanyang Technological University

Recent advances in neuroscience demonstrate that neurogenesis in the human brain results in the born of new neurons, which evolve and replace mature neurons over time. This procedure causes a gradual reduction in the number of neurons, resulting in the human brain's fast learning and thinking a...