Accurate and compact stochastic computations by exploiting correlation. - Hamdan Abdellatef; Mohamed Khalil Hani; Nasir Shaikh-Husin (Turkish J. Electr. Eng. Comput. Sci., 2019)

Spectral-based convolutional neural network without multiple spatial-frequency domain switchings. - Sayed Omid Ayat; Mohamed Khalil Hani; Ab Al-Hadi Ab Rahman; Hamdan Abdellatef (Neurocomputing, 2019)

Low-area and accurate inner product and digital filters based on stochastic computing. - Hamdan Abdellatef; Mohamed Khalil Hani; Nasir Shaikh-Husin; Sayed Omid Ayat (Signal Process., 2021)

A Compact Spectral Model for Convolutional Neural Network. - Sayed Omid Ayat; Shahriyar Masud Rizvi; Hamdan Abdellatef; Ab Al-Hadi Ab Rahman; Shahidatul Sadiah Abdul Manan (FTC (1), 2022)

Improving the Heart Disease Detection and Patients' Survival Using Supervised Infinite Feature Selection and Improved Weighted Random Forest. - Abdallah Abdellatif; Hamdan Abdellatef; Jeevan Kanesan; Chee-Onn Chow; Joon Huang Chuah; Hassan Muwafaq Gheni (IEEE Access, 2022)

An Effective Heart Disease Detection and Severity Level Classification Model Using Machine Learning and Hyperparameter Optimization Methods. - Abdallah Abdellatif; Hamdan Abdellatef; Jeevan Kanesan; Chee-Onn Chow; Joon Huang Chuah; Hassan Muwafaq Gheni (IEEE Access, 2022)

Accurate and compact convolutional neural network based on stochastic computing. - Hamdan Abdellatef; Mohamed Khalil Hani; Nasir Shaikh-Husin; Sayed Omid Ayat (Neurocomputing, 2022)

Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain. - Mohammed Hakim; Abdoulhadi A. Borhana Omran; Jawaid I. Inayat-Hussain; Ali Najah Ahmed; Hamdan Abdellatef; Abdallah Abdellatif; Hassan Muwafaq Gheni (Sensors, 2022)

LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems. - Michael Bidollahkhani; Ferhat Atasoy; Hamdan Abdellatef (CoRR, 2023)

GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets. - Michael Bidollahkhani; Ferhat Atasoy; Elnaz Abedini; Ali Davar; Omid Hamza; Firat Sefaoglu; Amin Jafari; Muhammed Nadir Yalçin; Hamdan Abdellatef (CoRR, 2023)

Reduced-complexity Convolutional Neural Network in the compressed domain. - Hamdan Abdellatef; Lina J. Karam (Neural Networks, 2024)

Computational detection and interpretation of heart disease based on conditional variational auto-encoder and stacked ensemble-learning framework. - Abdallah Abdellatif; Hamza Mubarak; Hamdan Abdellatef; Jeevan Kanesan; Yahya Abdelltif; Chee-Onn Chow; Joon Huang Chuah; Hassan Muwafaq Gheni; Graham Kendall (Biomed. Signal Process. Control., 2024)