| Deep neural network based media noise predictors for use in high-density magnetic recording turbo-detectors A Sayyafan, BJ Belzer, K Sivakumar, J Shen, KS Chan, A James IEEE Transactions on Magnetics 55 (12), 1-6, 2019 | 30 | 2019 |
| Deep neural network-based detection and partial response equalization for multilayer magnetic recording A Aboutaleb, A Sayyafan, K Sivakumar, B Belzer, S Greaves, KS Chan, ... IEEE Transactions on Magnetics 57 (3), 1-12, 2020 | 20 | 2020 |
| Deep neural network media noise predictor turbo-detection system for 1-D and 2-D high-density magnetic recording A Sayyafan, A Aboutaleb, BJ Belzer, K Sivakumar, A Aguilar, CA Pinkham, ... IEEE Transactions on Magnetics 57 (3), 1-13, 2020 | 19 | 2020 |
| Pixel-level alignment of facial images for high accuracy recognition using ensemble of patches H Mohammadzade, A Sayyafan, B Ghojogh JOSA A 35 (7), 1149-1159, 2018 | 13 | 2018 |
| Turbo-detection for multilayer magnetic recording using deep neural network-based equalizer and media noise predictor A Sayyafan, A Aboutaleb, BJ Belzer, K Sivakumar, S Greaves, KS Chan IEEE Transactions on Magnetics 58 (4), 1-11, 2021 | 9 | 2021 |
| Deep neural network a posteriori probability detectors and media noise predictors for one-and two-dimensional magnetic recording BJ Belzer, K Sivakumar, S Jinlu, A Aboutaleb, A Sayyafan US Patent 11,438,014, 2022 | 8 | 2022 |
| A perspective on deep neural network-based detection for multilayer magnetic recording A Aboutaleb, A Sayyafan, K Sivakumar, B Belzer, S Greaves, KS Chan, ... Applied Physics Letters 119 (1), 2021 | 7 | 2021 |
| Convolutional neural network-based media noise prediction and equalization for TDMR turbo-detection with write/read TMR A Sayyafan, A Aboutaleb, BJ Belzer, K Sivakumar, S Greaves, KS Chan, ... IEEE Transactions on Magnetics 59 (3), 1-11, 2022 | 5 | 2022 |
| Architecture Optimization of a CNN Media Noise Estimator for TDMR J Pires, A Sayyafan, BJ Belzer, K Sivakumar, S Greaves IEEE Transactions on Magnetics, 2023 | | 2023 |
| Deep Learning-Based Turbo-Detection and Equalization for Two-and Three-Dimensional Magnetic Recording A Sayyafan Washington State University, 2022 | | 2022 |
| Turbo-detection for Multilayer Magnetic Recording Using Deep Neural Network-based Equalizer and Media Noise Predictor K Sivakumar, A Aboutaleb, BJ Belzer, A Sayyafan, S Greaves 2021 IEEE 32nd Magnetic Recording Conference (TMRC), 2021 | | 2021 |
| Intelligent User Interfaces Laboratory TM Sezgin, OC Altıok, A Bağlan, A Sayyafan, A İçmez, EY Eyrice, S Günel, ... | | |
Benjamin BelzerAssociate Professor of Electrical Engineering, Washington State UniversityVerified email at eecs.wsu.edu