Exploration of tiny neural networks for IoT applications

• Main Author: Murtadla, Bhara Sina
• Other Authors: Kim Tae Hyoung
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic circuits
• Online Access: https://hdl.handle.net/10356/167806
• Institution: Nanyang Technological University

This project uses Verilog to design and implement a neural network with region-of-interest (ROI) and Convolution Neural Network (CNN) in FPGA. Multiple performance aspects, such as speed, accuracy, and expected power consumption, are being analyzed and compared. This project aims to explore multiple...