FPGA implementation of low-power real-time convolutional neural network inference

• Main Author: Gerlinghoff, Daniel
• Other Authors: Zheng Yuanjin
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits
• Online Access: https://hdl.handle.net/10356/137750
• Institution: Nanyang Technological University

While artificial intelligence is applied in many areas of live, its computational intensity requires the presence of a large amount of computing resources. The data which are meant to be processed with those algorithms, however, are not generated in data centres or on desktop workstations. Instead,...