Energy-efficient neural network accelerator based on outlier-aware low-precision computation E Park, D Kim, S Yoo 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018 | 222 | 2018 |
Temporal convolution for real-time keyword spotting on mobile devices S Choi, S Seo, B Shin, H Byun, M Kersner, B Kim, D Kim, S Ha arXiv preprint arXiv:1904.03814, 2019 | 206 | 2019 |
Big/little deep neural network for ultra low power inference E Park, D Kim, S Kim, YD Kim, G Kim, S Yoon, S Yoo 2015 International Conference on Hardware/Software Codesign and System …, 2015 | 193 | 2015 |
Marionette: Few-shot face reenactment preserving identity of unseen targets S Ha, M Kersner, B Kim, S Seo, D Kim Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10893 …, 2020 | 188 | 2020 |
Zena: Zero-aware neural network accelerator D Kim, J Ahn, S Yoo IEEE Design & Test 35 (1), 39-46, 2017 | 139 | 2017 |
McDRAM: Low latency and energy-efficient matrix computations in DRAM H Shin, D Kim, E Park, S Park, Y Park, S Yoo IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 112 | 2018 |
Sparsity-aware and re-configurable NPU architecture for samsung flagship mobile SoC JW Jang, S Lee, D Kim, H Park, AS Ardestani, Y Choi, C Kim, Y Kim, H Yu, ... 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 108 | 2021 |
A novel zero weight/activation-aware hardware architecture of convolutional neural network D Kim, J Ahn, S Yoo Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 92 | 2017 |
Attentron: Few-shot text-to-speech utilizing attention-based variable-length embedding S Choi, S Han, D Kim, S Ha arXiv preprint arXiv:2005.08484, 2020 | 82 | 2020 |
Zero and data reuse-aware fast convolution for deep neural networks on GPU H Park, D Kim, J Ahn, S Yoo Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on …, 2016 | 63 | 2016 |
Precision highway for ultra low-precision quantization E Park, D Kim, S Yoo, P Vajda arXiv preprint arXiv:1812.09818, 2018 | 16 | 2018 |
FPGA prototyping of low-precision zero-skipping accelerator for neural networks D Kim, S Kim, S Yoo 2018 International Symposium on Rapid System Prototyping (RSP), 104-110, 2018 | 5 | 2018 |
Coarse-grained bubble razor to exploit the potential of two-phase transparent latch designs H Kim, D Kim, JJ Kim, S Yoo, S Lee 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2014 | 4 | 2014 |
Area-efficient one-cycle correction scheme for timing errors in flip-flop based pipelines J Koo, E Song, E Park, D Kim, J Park, S Ryu, S Yoo, JJ Kim 2016 IEEE Asian Solid-State Circuits Conference (A-SSCC), 137-140, 2016 | 3 | 2016 |
Low-overhead, one-cycle timing-error detection and correction technique for flip-flop based pipelines J Koo, E Park, D Kim, J Park, S Ryu, S Yoo, JJ Kim IEICE Electronics Express, 16.20190180, 2019 | 1 | 2019 |