Designing a spiking neural network system for object recognition

• 主要作者: Thong, Jing Yuan
• 其他作者: Cheng Tee Hiang
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• 在線閱讀: https://hdl.handle.net/10356/157626
• 機構: 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...