Efficient learning through biological neural network-Hebbian learning

• Main Author: Zhou, Yanpeng
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/155123
• Institution: Nanyang Technological University

Backpropagation provides new inspiration for neural network training, however, its biological rationality is still questionable. Hebbian learning is a completely unsupervised and feedback-free learning technology, which is a strong contender for biologically feasible alternatives. However, so far, i...