Feasibility study of spiking neural network for voice classification

• Main Author: Zhang, Zhongyi
• Other Authors: Goh Wang Ling
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/78456
• Institution: Nanyang Technological University

Spiking neural network (SNN), largely inspired by a biological neural network, offers many advantages over the conventional deep neural network (DNN) [1]/ convolutional neural network (CNN) [2] in energy efficiency and latency due to its event based processing, which makes it a good candidate...