Designing a spiking neural network system for object recognition

• Main Author: Thong, Jing Yuan
• Other Authors: Cheng Tee Hiang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/157626
• Institution: Nanyang Technological University

Widely touted as the 3rd generation of neural networks, Spiking Neural Networks were introduced as an enhanced representation of working memory. As compared to Deep Neural Networks that comprise of neurons with continuous-valued activation functions, Spiking Neural Networks demonstrate exceptional b...