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...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Acharya, Jyotibdha
Weitere Verfasser: Arindam Basu
Format: Thesis-Doctor of Philosophy
Sprache:English
Veröffentlicht: Nanyang Technological University 2020
Schlagworte:
Online Zugang:https://hdl.handle.net/10356/142608