FPGA implementation of spiking convolutional neural networks for voice keyword recognition

• 主要作者: Ng, Wei Soon
• 其他作者: Goh Wang Ling
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/149182
• 機構: 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...