FPGA Implementation of Complex-Valued Neural Network for Polar-Represented Image Classification

FPGA Implementation of Complex-Valued Neural Network for Polar-Represented Image Classification

This proposed research explores a novel approach to image classification by deploying a complex-valued neural network (CVNN) on a Field-Programmable Gate Array (FPGA), specifically for classifying 2D images transformed into polar form. The aim of this research is to address the limitations of existi...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors: Maruf Ahmad, Lei Zhang, Muhammad E. H. Chowdhury
Format: Article
Sprog:English
Udgivet: MDPI AG 2024-01-01
Serier:Sensors
Fag:
image classification
complex-valued neural network
FPGA implementation
CVNN on FPGA
Online adgang:https://www.mdpi.com/1424-8220/24/3/897

Internet

https://www.mdpi.com/1424-8220/24/3/897

Lignende værker