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Jaeyoung Kang
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Enhanced message-passing based LEACH protocol for wireless sensor networks
J Kang, I Sohn, SH Lee
Sensors 19 (1), 75, 2018
302018
Transpim: A memory-based acceleration via software-hardware co-design for transformer
M Zhou, W Xu, J Kang, T Rosing
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
292022
Safer at school early alert: an observational study of wastewater and surface monitoring to detect COVID-19 in elementary schools
R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, RA Salido, ...
The Lancet Regional Health–Americas 19, 2023
22*2023
Hyperrec: Efficient recommender systems with hyperdimensional computing
Y Guo, M Imani, J Kang, S Salamat, J Morris, B Aksanli, Y Kim, T Rosing
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
212021
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing
J Kang, B Khaleghi, T Rosing, Y Kim
IEEE Transactions on Computers 71 (11), 2753-2765, 2022
172022
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training
J Kang, B Khaleghi, Y Kim, T Rosing
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 220-225, 2022
172022
GENERIC: highly efficient learning engine on edge using hyperdimensional computing
B Khaleghi, J Kang, H Xu, J Morris, T Rosing
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1117-1122, 2022
122022
Fhdnn: Communication efficient and robust federated learning for aiot networks
R Chandrasekaran, K Ergun, J Lee, D Nanjunda, J Kang, T Rosing
Proceedings of the 59th ACM/IEEE Design Automation Conference, 37-42, 2022
102022
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing
J Kang, M Zhou, A Bhansali, W Xu, A Thomas, T Rosing
2022 IEEE 40th International Conference on Computer Design (ICCD), 553-560, 2022
92022
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy
S Gupta, B Khaleghi, S Salamat, J Morris, R Ramkumar, J Yu, A Tiwari, ...
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-25, 2022
42022
A near-storage framework for boosted data preprocessing of mass spectrum clustering
W Xu, J Kang, T Rosing
Proceedings of the 59th ACM/IEEE Design Automation Conference, 313-318, 2022
42022
HyperSpec: Ultrafast Mass Spectra Clustering in Hyperdimensional Space
W Xu, J Kang, W Bittremieux, N Moshiri, T Rosing
Journal of Proteome Research, 2023
32023
Swapping metagenomics preprocessing pipeline components offers speed and sensitivity increases
G Armstrong, C Martino, J Morris, B Khaleghi, J Kang, J DeReus, Q Zhu, ...
Msystems 7 (2), e01378-21, 2022
32022
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing
W Xu, J Kang, T Rosing
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
22023
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing
J Kang, W Xu, W Bittremieux, T Rosing
Proceedings of the International Conference on Parallel Architectures and …, 2022
22022
PatterNet: explore and exploit filter patterns for efficient deep neural networks
B Khaleghi, U Mallappa, D Yaldiz, H Yang, M Shah, J Kang, T Rosing
Proceedings of the 59th ACM/IEEE Design Automation Conference, 223-228, 2022
22022
COSMO: computing with stochastic numbers in memory
S Gupta, M Imani, J Sim, A Huang, F Wu, J Kang, Y Kim, TŠ Rosing
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-25, 2022
22022
Fpga acceleration of protein back-translation and alignment
S Salamat, J Kang, Y Kim, M Imani, N Moshiri, T Rosing
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 822-827, 2021
22021
Accelerating open modification spectral library searching on tensor core in high-dimensional space
J Kang, W Xu, W Bittremieux, N Moshiri, T Rosing
Bioinformatics 39 (7), btad404, 2023
12023
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations
D Jones, JE Allen, X Zhang, B Khaleghi, J Kang, W Xu, N Moshiri, ...
arXiv preprint arXiv:2303.15604, 2023
12023
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Articles 1–20