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2020 – today
- 2022
[c6]Joonsang Yu, Junki Park, Seongmin Park, Minsoo Kim, Sihwa Lee, Dong Hyun Lee, Jungwook Choi:
NN-LUT: neural approximation of non-linear operations for efficient transformer inference. DAC 2022: 577-582- 2021
- [i1]Joonsang Yu, Junki Park, Seongmin Park, Minsoo Kim, Sihwa Lee, Dong Hyun Lee, Jungwook Choi:
NN-LUT: Neural Approximation of Non-Linear Operations for Efficient Transformer Inference. CoRR abs/2112.02191 (2021) - 2020
- [j3]Junki Park
, Wooseok Yi, Daehyun Ahn, Jaeha Kung, Jae-Joon Kim:
Balancing Computation Loads and Optimizing Input Vector Loading in LSTM Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(9): 1889-1901 (2020) - [j2]Wooseok Yi, Junki Park, Jae-Joon Kim:
GeCo: Classification Restricted Boltzmann Machine Hardware for On-Chip Semisupervised Learning and Bayesian Inference. IEEE Trans. Neural Networks Learn. Syst. 31(1): 53-65 (2020) - [c5]Junki Park, Hyunsung Yoon, Daehyun Ahn, Jungwook Choi, Jae-Joon Kim:
OPTIMUS: OPTImized matrix MUltiplication Structure for Transformer neural network accelerator. MLSys 2020
2010 – 2019
- 2019
- [j1]Jongeun Koo, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim:
Low-overhead, one-cycle timing-error detection and correction technique for flip-flop based pipelines. IEICE Electron. Express 16(11): 20190180 (2019) - [c4]Jaeha Kung, Junki Park, Sehun Park, Jae-Joon Kim:
Peregrine: A Flexible Hardware Accelerator for LSTM with Limited Synaptic Connection Patterns. DAC 2019: 209 - 2018
- [c3]Junki Park, Jaeha Kung, Wooseok Yi, Jae-Joon Kim:
Maximizing system performance by balancing computation loads in LSTM accelerators. DATE 2018: 7-12 - 2017
- [c2]Wooseok Yi, Junki Park, Jae-Joon Kim:
GeCo: classification restricted Boltzmann machine hardware for on-chip learning. RSP 2017: 30-35 - 2016
- [c1]Jongeun Koo, Eunwoo Song, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim:
Area-efficient one-cycle correction scheme for timing errors in flip-flop based pipelines. A-SSCC 2016: 137-140
Coauthor Index
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