FPGA implementation of spiking convolutional neural networks for voice keyword recognition

• Main Author: Ng, Wei Soon
• Other Authors: Goh Wang Ling
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149182
• Institution: Nanyang Technological University

The spiking convolutional neural network (SCNN) is a hybrid model of both the spiking neural network (SNN) and convolutional neural network (CNN). It is known to be power efficient and accurate. Although SCNN has shown promising accuracy for voice keyword recognition in software environment, its com...