A spiking neural network for energy efficient image recognition in internet-of-things application

• Main Author: Chen, ShenShaoJu
• Other Authors: Goh Wang Ling
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/77497
• Institution: Nanyang Technological University

Nowadays, most of the neuron models used in artificial neural networks (such as ReLU) are second-generation neuron models which are mainly used to deal with numerical simulations. The third-generation neuron model used in spiking neural networks is inspired by biological authenticity which can proce...