Implementation of event-driven spiking neural networks in field programmable gate array (FPGA)

• المؤلف الرئيسي: Yuan, Chenhao
• مؤلفون آخرون: Gwee Bah Hwee
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Spiking neural networks; Machine learning; Event-driven; FPGA
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177902
• المؤسسة: Nanyang Technological University

Spiking Neuron Networks (SNNs) are a fascinating new field of artificial intelligence and computational neuroscience that is directly inspired by the complex work of biological brain systems. Unlike traditional feedforward neural networks (FNN) and recurrent neural networks (RNN), which rely on cont...