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Sayed Omid Ayat
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2020 – today
- 2022
- [j4]Hamdan Abdellatef
, Mohamed Khalil Hani, Nasir Shaikh-Husin, Sayed Omid Ayat:
Accurate and compact convolutional neural network based on stochastic computing. Neurocomputing 471: 31-47 (2022) - [c2]Sayed Omid Ayat, Shahriyar Masud Rizvi, Hamdan Abdellatef, Ab Al-Hadi Ab Rahman, Shahidatul Sadiah Abdul Manan:
A Compact Spectral Model for Convolutional Neural Network. FTC (1) 2022: 100-120 - 2021
- [j3]Hamdan Abdellatef
Low-area and accurate inner product and digital filters based on stochastic computing. Signal Process. 183: 108040 (2021)
2010 – 2019
- 2019
- [j2]Sayed Omid Ayat
Spectral-based convolutional neural network without multiple spatial-frequency domain switchings. Neurocomputing 364: 152-167 (2019) - 2018
- [j1]Sayed Omid Ayat, Mohamed Khalil Hani, Ab Al-Hadi Ab Rahman:
Optimizing FPGA-based CNN accelerator for energy efficiency with an extended Roofline model. Turkish J. Electr. Eng. Comput. Sci. 26(2): 919-935 (2018) - 2015
- [c1]Sayed Omid Ayat, Mohamed Khalil Hani, Rabia Bakhteri:
OpenCL-based hardware-software co-design methodology for image processing implementation on heterogeneous FPGA platform. ICCSCE 2015: 36-41
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