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

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...

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Bibliographic Details
Main Author: Acharya, Jyotibdha
Other Authors: Arindam Basu
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/142608