Hardware and software co-simulation platform for convolution or correlation based image processing algorithms

by Ayat, Sayed Omid
Published 2014

Optimizing FPGA-based CNN accelerator for energy efficiency with an extended Roofline model

by Ayat, Sayed Omid, Hani, M. Khalil, Ab. Rahman, Ab. Al-Hadi
Published 2018

Stochastic computing correlation utilization in convolutional neural network basic functions

by Abdellatef, Hamdan, Hani, Mohamed Khalil, Husin, Nasir Shaikh, Ayat, Sayed Omid
Published 2018

Characterization of correlation in stochastic computing functions

by Abdellatef, Hamdan, Mohamed, Khalil Hani, Nasir, Shaikh Husin, Ayat, Sayed Omid
Published 2020

Spectral-based convolutional neural network without multiple spatial-frequency domain switchings

by Ayat, Sayed Omid, Hani, Mohamed Khalil, Ab. Rahman, Ab. Al-Hadi, Abdellatef, Hamdan
Published 2019

Accurate and compact convolutional neural network based on stochastic computing

by Abdellatef, Hamdan, Mohamed Khalil Hani, Mohamed Khalil Hani, Shaikh Husin, Nasir, Ayat, Sayed Omid
Published 2022

A compact spectral model for convolutional neural network

by Ayat, Sayed Omid, Rizvi, Shahriyar Masud, Abdellatef, Hamdan, Ab. Rahman, Ab. Al-Hadi, Abdul Manan, Shahidatul Sadiah
Published 2023