A simpler and faster biological learning framework for increasing robustness

• Main Author: Wang, Maosen
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/154676
• Institution: Nanyang Technological University

Hebbian Learning has been proposed for many years. The advantage of Hebbian learning is more plausible compared with Backpropagation in the aspect of biological learning. In this work, a new Hebbian Learning Framework (HLF) is designed. From the experiment results, the proposed HLF is much simpler a...