Exploration of tiny neural networks for IoT applications

Exploration of tiny neural networks for IoT applications

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...

Full description

Bibliographic Details
Main Author: Murtadla, Bhara Sina
Other Authors: Kim Tae Hyoung
Format: Final Year Project (FYP)
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

Internet

https://hdl.handle.net/10356/167806

Similar Items