| Pre-defined sparse neural networks with hardware acceleration S Dey, KW Huang, PA Beerel, KM Chugg IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019 | 34 | 2019 |
| A highly parallel FPGA implementation of sparse neural network training S Dey, D Chen, Z Li, S Kundu, KW Huang, KM Chugg, PA Beerel 2018 International Conference on ReConFigurable Computing and FPGAs …, 2018 | 20 | 2018 |
| Accelerating training of deep neural networks via sparse edge processing S Dey, Y Shao, KM Chugg, PA Beerel Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017 | 16 | 2017 |
| A nonuniform sampling ADC architecture with reconfigurable digital anti-aliasing filter TF Wu, S Dey, MSW Chen IEEE Transactions on Circuits and Systems I: Regular Papers 63 (10), 1639-1651, 2016 | 16 | 2016 |
| Characterizing sparse connectivity patterns in neural networks S Dey, KW Huang, PA Beerel, KM Chugg 2018 Information Theory and Applications Workshop (ITA), 1-9, 2018 | 13 | 2018 |
| Morse code datasets for machine learning S Dey, KM Chugg, PA Beerel 2018 9th International Conference on Computing, Communication and Networking …, 2018 | 12 | 2018 |
| Interleaver design for deep neural networks S Dey, PA Beerei, KM Chugg 2017 51st Asilomar Conference on Signals, Systems, and Computers, 1979-1983, 2017 | 8 | 2017 |
| Pricing Football Players using Neural Networks S Dey arXiv preprint arXiv:1711.05865, 2017 | 5 | 2017 |
| Deep-n-Cheap: an automated search framework for low complexity deep learning S Dey, SC Kanala, KM Chugg, PA Beerel Asian Conference on Machine Learning, 273-288, 2020 | 4 | 2020 |
| LAGOON: an analysis tool for open source communities S Dey, W Woods Proceedings of the 19th International Conference on Mining Software …, 2022 | 3 | 2022 |
| The 2010 Census Confidentiality Protections Failed, Here's How and Why JM Abowd, T Adams, R Ashmead, D Darais, S Dey, SL Garfinkel, ... National Bureau of Economic Research, 2023 | 2 | 2023 |
| Dynamic mode decomposition and koopman theory S Dey arXiv preprint arXiv:2211.07561, 2022 | 2 | 2022 |
| Deep-n-Cheap: An automated efficient and extensible search framework for cost-effective deep learning S Dey, S Babakniya, SC Kanala, M Paolieri, L Golubchik, PA Beerel, ... SN Computer Science 2 (4), 265, 2021 | 2 | 2021 |
| DLKoopman: A deep learning software package for Koopman theory S Dey, EW Davis Learning for Dynamics and Control Conference, 1467-1479, 2023 | | 2023 |
| Exploring Complexity Reduction in Deep Learning S Dey University of Southern California, 2020 | | 2020 |
| Semantic Segmentation of Ultra-Resolution 3D Microscopic Neural Imagery—CSCI599 Final Project Report HL Wang, M Zhu, S Dey, TR Lin | | 2017 |
| CSCI 567 Final Report D Becerra, E Boroson, S Dey | | |
Keith ChuggProfessor of Electrical Engineering, USCAdresse e-mail validée de usc.edu
