Exploration of tiny neural networks for IoT applications

• 主要作者: Murtadla, Bhara Sina
• 其他作者: Kim Tae Hyoung
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic circuits
• 在線閱讀: https://hdl.handle.net/10356/167806

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...