Neuromorphic machine learning for audio processing : from bio-inspiration to biomedical applications

• Main Author: Acharya, Jyotibdha
• Other Authors: Arindam Basu
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Applications of electronics
• Online Access: https://hdl.handle.net/10356/142608
• Institution: Nanyang Technological University

The recent success of Deep Neural Networks (DNN) has renewed interest in machine learning and, in particular, bio-inspired machine learning algorithms. DNN refers to neural networks with multiple layers (typically two or more) where the neurons are interconnected using tunable weights. Although thes...