| ReBNet: Residual Binarized Neural Network M Ghasemzadeh, M Samragh, F Koushanfar 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018 | 129 | 2018 |
| Applying reinforcement learning for web pages ranking algorithms V Derhami, E Khodadadian, M Ghasemzadeh, AMZ Bidoki Applied Soft Computing 13 (4), 1686-1692, 2013 | 61 | 2013 |
| Customizing neural networks for efficient fpga implementation M Samragh, M Ghasemzadeh, F Koushanfar 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017 | 57 | 2017 |
| Internet of things-based energy management, challenges, and solutions in smart cities W Shafik, SM Matinkhah, M Ghasemzadeh Journal of Communications Technology, Electronics and Computer Science 27, 1-11, 2020 | 33 | 2020 |
| MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers SU Hussain, BD Rouhani, M Ghasemzadeh, F Koushanfar Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 31 | 2018 |
| Stacked 1D convolutional networks for end-to-end small footprint voice trigger detection T Higuchi, M Ghasemzadeh, K You, C Dhir INTERSPEECH 2020, 2020 | 20 | 2020 |
| Theoretical understanding of deep learning in uav biomedical engineering technologies analysis W Shafik, SM Matinkhah, M Ghasemzadeh SN Computer Science 1, 1-13, 2020 | 19 | 2020 |
| CausaLearn: Automated Framework for Scalable Streaming-based Causal Bayesian Learning using FPGAs B Darvish Rouhani, M Ghasemzadeh, F Koushanfar Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018 | 10 | 2018 |
| A hybrid machine learning method for intrusion detection C Meinel, M Ghasemzadeh, HR Hemati International Journal of Engineering 29 (9), 1242-1246, 2016 | 7 | 2016 |
| AgileNet: Lightweight Dictionary-based Few-shot Learning M Ghasemzadeh, F Lin, BD Rouhani, F Koushanfar, K Huang arXiv preprint arXiv:1805.08311, 2018 | 4 | 2018 |
| Residual binary neural network M Ghasemzadeh, F Koushanfar, MS Razlighi US Patent App. 16/770,928, 2021 | 3 | 2021 |
| Scalable decision tree based on fuzzy partitioning and an incremental approach S Lotfi, M Ghasemzadeh, M Mohsenzadeh, M Mirzarezaee International Journal of Electrical and Computer Engineering 12 (4), 4228, 2022 | 2 | 2022 |
| A Novel Embedded Discretization-Based Deep Learning Architecture for Multivariate Time Series Classification MH Tahan, M Ghasemzadeh, S Asadi IEEE Transactions on Industrial Informatics 19 (4), 5976-5984, 2022 | 2 | 2022 |
| Training a machine learning model with limited training data F Lin, M Ghasemzadeh, BD Rouhani, F Koushanfar US Patent 11,386,326, 2022 | | 2022 |
| Mappable filter for neural processor circuit W Abdulla, P Di Febbo, M Ghasemzadeh, Y Rajan US Patent US20220108155A1, 2022 | | 2022 |
| FOCT: Fast Overlapping Clustering for Textual Data A Khazaei, H Khaleghzadeh, M Ghasemzadeh IEEE Access 9, 157670-157680, 2021 | | 2021 |
| Hardware-based machine learning acceleration BD Rouhani, M Ghasemzadeh, F Koushanfar US Patent App. 16/481,816, 2020 | | 2020 |
| Residual Binary Neural Network M Ghasemzadeh, M Samragh, F Koushanfar WO Patent WO/2019/118,639, 2019 | | 2019 |
| Automated Customization of ML inference on FPGAs M Ghasemzadeh University of California, San Diego, 2018 | | 2018 |
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC San DiegoVerified email at ucsd.edu
