FPGA implementation of spiking convolutional neural networks for voice keyword recognition

• المؤلف الرئيسي: Ng, Wei Soon
• مؤلفون آخرون: Goh Wang Ling
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/149182
• المؤسسة: 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...