Neurocube: A programmable digital neuromorphic architecture with high-density 3D memory D Kim, J Kung, S Chai, S Yalamanchili, S Mukhopadhyay
ACM SIGARCH Computer Architecture News 44 (3), 380-392, 2016
549 2016 On-chip training of recurrent neural networks with limited numerical precision T Na, JH Ko, J Kung, S Mukhopadhyay
2017 International Joint Conference on Neural Networks (IJCNN), 3716-3723, 2017
52 2017 Adaptive weight compression for memory-efficient neural networks JH Ko, D Kim, T Na, J Kung, S Mukhopadhyay
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
51 2017 A power-aware digital multilayer perceptron accelerator with on-chip training based on approximate computing D Kim, J Kung, S Mukhopadhyay
IEEE Transactions on Emerging Topics in Computing 5 (2), 164-178, 2017
51 2017 Efficient object detection using embedded binarized neural networks J Kung, D Zhang, G Van der Wal, S Chai, S Mukhopadhyay
Journal of Signal Processing Systems 90, 877-890, 2018
47 2018 A power-aware digital feedforward neural network platform with backpropagation driven approximate synapses J Kung, D Kim, S Mukhopadhyay
2015 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2015
47 2015 Design and analysis of approximate compressors for balanced error accumulation in MAC operator G Park, J Kung, Y Lee
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (7), 2950-2961, 2021
45 2021 Approximate LSTM computing for energy-efficient speech recognition J Jo, J Kung, Y Lee
Electronics 9 (12), 2004, 2020
34 2020 On the Impact of Energy-Accuracy Tradeoff in a Digital Cellular Neural Network for Image Processing J Kung, D Kim, S Mukhopadhyay
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015
32 2015 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 Maximizing system performance by balancing computation loads in LSTM accelerators J Park, J Kung, W Yi, JJ Kim
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 7-12, 2018
26 2018 NeuroSensor: A 3D image sensor with integrated neural accelerator MF Amir, D Kim, J Kung, D Lie, S Yalamanchili, S Mukhopadhyay
2016 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference …, 2016
26 2016 FlexBlock: A flexible DNN training accelerator with multi-mode block floating point support SH Noh, J Koo, S Lee, J Park, J Kung
IEEE Transactions on Computers 72 (9), 2522-2535, 2023
25 2023 A Programmable Hardware Accelerator for Simulating Dynamical Systems J Kung, Y Long, D Kim, S Mukhopadhyay
Computer Architecture (ISCA), 2017 ACM/IEEE 44th Annual International …, 2017
20 2017 Simplified compressor and encoder designs for low-cost approximate radix-4 booth multiplier G Park, J Kung, Y Lee
IEEE Transactions on Circuits and Systems II: Express Briefs 70 (3), 1154-1158, 2022
19 2022 Thermal signature: A simple yet accurate thermal index for floorplan optimization J Kung, I Han, S Sapatnekar, Y Shin
Proceedings of the 48th Design Automation Conference, 108-113, 2011
19 2011 Dynamic approximation with feedback control for energy-efficient recurrent neural network hardware J Kung, D Kim, S Mukhopadhyay
Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016
18 2016 High-throughput near-memory processing on cnns with 3d hbm-like memory N Park, S Ryu, J Kung, JJ Kim
ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (6 …, 2021
16 2021 A 1V 136.6 dB-DR 4kHz-BW T Seol, S Lee, G Kim, S Kim, E Kim, S Baik, J Kung, JW Choi, AK George, ...
2023 IEEE International Solid-State Circuits Conference (ISSCC), 482-484, 2023
12 2023 Peregrine: A flexible hardware accelerator for LSTM with limited synaptic connection patterns J Kung, J Park, S Park, JJ Kim
Proceedings of the 56th Annual Design Automation Conference (DAC) 2019, 2019
12 2019 
Saibal MukhopadhyayProfessor of Electrical Engineering, Georgia Institute of TechnologyGeverifieerd e-mailadres voor ece.gatech.edu
