Spectral-based convolutional neural network without multiple spatial-frequency domain switchings SO Ayat, M Khalil-Hani, AAH Ab Rahman, H Abdellatef Neurocomputing 364, 152-167, 2019 | 44 | 2019 |
Accurate and compact convolutional neural network based on stochastic computing H Abdellatef, M Khalil-Hani, N Shaikh-Husin, SO Ayat Neurocomputing 471, 31-47, 2022 | 31 | 2022 |
OpenCL-based hardware-software co-design methodology for image processing implementation on heterogeneous FPGA platform SO Ayat, M Khalil-Hani, R Bakhteri 2015 IEEE International Conference on Control System, Computing and …, 2015 | 14 | 2015 |
Low-area and accurate inner product and digital filters based on stochastic computing H Abdellatef, M Khalil-Hani, N Shaikh-Husin, SO Ayat Signal Processing 183, 108040, 2021 | 10 | 2021 |
Stochastic computing correlation utilization in convolutional neural network basic functions H Abdellatef, MK Hani, NS Husin, SO Ayat TELKOMNIKA (Telecommunication Computing Electronics and Control) 16 (6 …, 2018 | 10 | 2018 |
Optimizing FPGA-based CNN accelerator for energy efficiency with an extended Roofline model SO Ayat, M Khalil-Hani, ABALHAB RAHMAN Turkish Journal of Electrical Engineering and Computer Sciences 26 (2), 919-935, 2018 | 9 | 2018 |
A Low-complexity Complex-valued Activation Function for Fast and Accurate Spectral Domain Convolutional Neural Network SM Rizvi, AAH Ab Rahman, M Khalil-Hani, SO Ayat Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 9 (1 …, 2021 | 5 | 2021 |
Characterization of Correlation in Stochastic Computing Functions H Abdellatef, M Khalil-Hani, N Shaikh-Husin, SO Ayat 2020 International Conference on Electrical, Communication, and Computer …, 2020 | 3 | 2020 |
Hardware and Software Co-simulation Platform for Convolution Or Correlation Based Image Processing Algorithms SO Ayat Universiti Teknologi Malaysia, 2014 | 1 | 2014 |
A Compact Spectral Model for Convolutional Neural Network SO Ayat, SM Rizvi, H Abdellatef, AAH Ab Rahman, SSA Manan Proceedings of the Future Technologies Conference, 100-120, 2022 | | 2022 |