Projects per year
Overview
Education/Academic qualification
Comp-Computer Science & Engineering, Doctorate Degree
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Dive into the research topics where Seung-Hwan Lim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Projects
- 1 Active
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ENGAGE: Energy-efficient Novel Algorithms and Architectures for Graph Learning
Potok, T. (PI), Guojing, C. C. (CoPI), Patton, R. (CoPI), Kannan, R. {. (CoPI), Gunaratne, C. (CoPI), Date, P. (CoPI), Coletti, M. (CoPI), Gautam, A. (CoPI), Lim, S.-H. (CoPI), Bose, A. (CoPI), Schuman, C. (CoPI) & Parsa, M. (CoPI)
Advanced Scientific Computing Research
09/1/24 → 08/31/27
Project: Research
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Explaining Neural Spike Activity for Simulated Bio-plausible Network through Deep Sequence Learning
Kulkarni, S. R., Tabassum, A., Lim, S. H., Schuman, C. D., Theilman, B. H., Rothganger, F., Wang, F. & Aimone, J. B., 2024, 2024 IEEE Neuro Inspired Computational Elements Conference, NICE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Neuro Inspired Computational Elements Conference, NICE 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Scaling neural simulations in STACS
Wang, F., Kulkarni, S., Theilman, B., Rothganger, F., Schuman, C., Lim, S. H. & Aimone, J. B., Jun 1 2024, In: Neuromorphic Computing and Engineering. 4, 2, 024002.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
SNNVis: Visualizing Graph Embedding of Evolutionary Optimization for Spiking Neural Networks
Chae, J., Lim, S. H., Kulkarni, S. & Schuman, C., 2024, Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers Inc., p. 327-330 4 p. (Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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1st Workshop on Software and Hardware Co-Design of Deep Learning Systems in Accelerators (SHDA23)
Shu, T., Lim, S. H., Balaji, P. & Bhowmick, S., Nov 12 2023, In: ACM International Conference Proceeding Series. p. 1757-1758 2 p.Research output: Contribution to journal › Editorial
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Efficient graph representation framework for chemical molecule similarity tasks
Ma, J. & Lim, S. H., 2023, Proceedings - 2023 IEEE 6th International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2023. Institute of Electrical and Electronics Engineers Inc., p. 113-120 8 p. (Proceedings - 2023 IEEE 6th International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access
Awards
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2018 R&D 100 Award for Multinode Evolutionary Neural Networks for Deep Learning (MENNDL)
Patton, R. (Recipient), Karnowski, T. (Recipient), Lim, S.-H. (Recipient), Potok, T. (Recipient), Rose, D. (Recipient) & Young, S. (Recipient), 2018
Prize: Honorary award
Datasets
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COVID-19 Knowledge Graph -- Dataset for SMCDC 2021 Challenge 2
Herrmannova, D. (Creator), Kannan, R. {. (Creator), Lim, S.-H. (Creator) & Potok, T. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), May 13 2021
Dataset