Efficient learning through biological neural network-Hebbian learning

• المؤلف الرئيسي: Zhou, Yanpeng
• مؤلفون آخرون: Ponnuthurai Nagaratnam Suganthan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/155123
• المؤسسة: 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...