| 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 | 29 | 2019 |
| Deep Neural Network a Posteriori Probability Detector for Two-Dimensional Magnetic Recording J Shen, A Aboutaleb, K Sivakumar, BJ Belzer, KS Chan, A James IEEE Transactions on Magnetics 56 (6), 1-12, 2020 | 24 | 2020 |
| Nonlinear Equalization for TDMR Channels Using Neural Networks J Shen, N Nangare 2020 54th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2020 | 18 | 2020 |
| ISI/ITI Turbo Equalizer for TDMR Using Trained Local Area Influence Probabilistic Model X Sun, J Shen, BJ Belzer, K Sivakumar, A James, KS Chan, R Wood IEEE Transactions on Magnetics 55 (4), 1-15, 2019 | 16 | 2019 |
| User areal density optimization for conventional and 2-D detectors/decoders KS Chan, A James, S Shafiee, S Rahardja, J Shen, K Sivakumar, ... IEEE Transactions on Magnetics 54 (2), 1-12, 2018 | 14 | 2018 |
| Convolutional neural network based symbol detector for two-dimensional magnetic recording J Shen, BJ Belzer, K Sivakumar, KS Chan, A James IEEE Transactions on Magnetics 57 (3), 1-5, 2020 | 11 | 2020 |
| DEEP NEURAL NETWORK A POSTERIORI PROBABILITY DETECTORS AND MEDIA NOISE PREDICTORS FOR ONE-AND TWO-DIMENSIONAL MAGNETIC RECORDING BJ Belzer, K Sivakumar, J Shen, A Aboutaleb, A Sayyafan US Patent App. 16/889,143, 2020 | 8 | 2020 |
| TDMR Detection System with Local Area Influence Probabilistic a Priori Detector J Shen, X Sun, K Sivakumar, BJ Belzer, KS Chan, A James ICC 2019 - 2019 IEEE International Conference on Communications (ICC), 2019 | 3 | 2019 |
| Systems and methods for adaptation of a two-dimensional magnetic recording channel N Nangare, S Jinlu US Patent 11,145,331, 2021 | 1 | 2021 |
| Convolutional Neural Network Based Symbol Detector for Two-Dimensional Magnetic Recording S Jinlu, BJ BELZER, K SIVAKUMAR, KS CHAN, A JAMES 2020 IEEE 31st Magnetic Recording Conference (TMRC), 1-2, 2020 | | 2020 |
| Machine Learning Techniques for Turbo Equalization of Two-Dimensional Magnetic Recording J Shen Washington State University, 2020 | | 2020 |
