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...

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Detalhes bibliográficos
Autor principal: Murtadla, Bhara Sina
Outros Autores: Kim Tae Hyoung
Formato: Final Year Project (FYP)
Idioma:English
Publicado em: Nanyang Technological University 2023
Assuntos:
Engineering::Electrical and electronic engineering::Integrated circuits
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Engineering::Electrical and electronic engineering::Electronic circuits
Acesso em linha:https://hdl.handle.net/10356/167806

Internet

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

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