| Design of reliable DNN accelerator with un-reliable ReRAM Y Long, X She, S Mukhopadhyay 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 150 | 2019 |
| ReRAM-based processing-in-memory architecture for recurrent neural network acceleration Y Long, T Na, S Mukhopadhyay IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (12 …, 2018 | 134 | 2018 |
| hybridnet: integrating model-based and data-driven learning to predict evolution of dynamical systems Y Long, X She, S Mukhopadhyay The Conference on Robot Learning (CoRL 2018), 2018 | 73 | 2018 |
| A ferroelectric FET-based processing-in-memory architecture for DNN acceleration Y Long, D Kim, E Lee, P Saha, BA Mudassar, X She, AI Khan, ... IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019 | 70 | 2019 |
| A ferroelectric FET based power-efficient architecture for data-intensive computing Y Long, T Na, P Rastogi, K Rao, AI Khan, S Yalamanchili, ... Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 31 | 2018 |
| ReRAM crossbar based recurrent neural network for human activity detection Y Long, EM Jung, J Kung, S Mukhopadhyay 2016 international joint conference on neural networks (IJCNN), 939-946, 2016 | 30 | 2016 |
| Q-pim: A genetic algorithm based flexible dnn quantization method and application to processing-in-memory platform Y Long, E Lee, D Kim, S Mukhopadhyay 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 27 | 2020 |
| Heterogeneous integration for artificial intelligence: Challenges and opportunities S Mukhopadhyay, Y Long, B Mudassar, CS Nair, BH DeProspo, ... IBM Journal of Research and Development 63 (6), 4: 1-4: 1, 2019 | 25 | 2019 |
| Improving robustness of reram-based spiking neural network accelerator with stochastic spike-timing-dependent-plasticity X She, Y Long, S Mukhopadhyay 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 23 | 2019 |
| Fast and low-precision learning in GPU-accelerated spiking neural network X She, Y Long, S Mukhopadhyay 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 450-455, 2019 | 23 | 2019 |
| Camel: An adaptive camera with embedded machine learning-based sensor parameter control BA Mudassar, P Saha, Y Long, MF Amir, E Gebhardt, T Na, JH Ko, M Wolf, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (3 …, 2019 | 21 | 2019 |
| A programmable hardware accelerator for simulating dynamical systems J Kung, Y Long, D Kim, S Mukhopadhyay ACM SIGARCH Computer Architecture News 45 (2), 403-415, 2017 | 19 | 2017 |
| Design of reliable dnn accelerator with un-reliable reram. In 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) Y Long, X She, S Mukhopadhyay IEEE, 1769 | 14 | 1769 |
| ScieNet: Deep learning with spike-assisted contextual information extraction X She, Y Long, D Kim, S Mukhopadhyay Pattern Recognition 118, 108002, 2021 | 12 | 2021 |
| Genetic algorithm-based energy-aware CNN quantization for processing-in-memory architecture B Kang, A Lu, Y Long, D Kim, S Yu, S Mukhopadhyay IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021 | 11 | 2021 |
| Data-free neural architecture search via recursive label calibration Z Liu, Z Shen, Y Long, E Xing, KT Cheng, C Leichner European Conference on Computer Vision, 391-406, 2022 | 10 | 2022 |
| Searching for efficient neural architectures for on-device ML on edge TPUs B Akin, S Gupta, Y Long, A Spiridonov, Z Wang, M White, H Xu, P Zhou, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 10 | 2022 |
| Flex-PIM: A ferroelectric FET based vector matrix multiplication engine with dynamical bitwidth and floating point precision Y Long, E Lee, D Kim, S Mukhopadhyay 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 10 | 2020 |
| Safe-dnn: a deep neural network with spike assisted feature extraction for noise robust inference X She, P Saha, D Kim, Y Long, S Mukhopadhyay 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 8 | 2020 |
| A camera with brain–embedding machine learning in 3d sensors BA Mudassar, P Saha, Y Long, MF Amir, E Gebhardt, T Na, JH Ko, M Wolf, ... 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 680-685, 2019 | 7 | 2019 |
Saibal MukhopadhyayProfessor of Electrical Engineering, Georgia Institute of TechnologyVerified email at ece.gatech.edu
