Projects per year
Overview
Education/Academic qualification
Eng-Computer, Doctorate Degree
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Dive into the research topics where Thomas Potok 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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AI-Powered Knowledge Graphs for Neuromorphic and Energy-Efficient Computing
Gautam, A., Patton, R., Potok, T., Kannan, R. {., Aimone, J. & Severa, W., Jun 29 2025, GLSVLSI 2025 - Proceedings of the Great Lakes Symposium on VLSI 2025. Association for Computing Machinery, p. 996-1001 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Suppression-based STDP Rule Resilient to Jitter Noise in Spike Patterns for Neuromorphic Computing
Gautam, A., Kohno, T., Date, P., Patton, R. & Potok, T., 2024, Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers Inc., p. 209-216 8 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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Efficacy of using a dynamic length representation vs. a fixed-length for neuroarchitecture search
Coleti, M., Gunaratne, C., Young, S., Varadarajan, S., Patton, R. & Potok, T., Jul 14 2024, GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1888-1894 7 p. (GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Encoding integers and rationals on neuromorphic computers using virtual neuron
Date, P., Kulkarni, S., Young, A., Schuman, C., Potok, T. & Vetter, J., Dec 2023, In: Scientific Reports. 13, 1, 10975.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Optimizing Communication in 2D Grid-Based MPI Applications at Exascale
Lu, H., Sao, P., Matheson, M., Kannan, R., Wang, F. & Potok, T., Nov 19 2023, Proceedings of the 30th European MPI Users'' Group Meeting, EuroMPI 2023. Association for Computing Machinery, 9. (ACM International Conference Proceeding Series).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
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2023 R&D 100 Award for SuperNeuro: An Accelerated Neuromorphic Computing Simulator
Date, P. (Recipient), Kulkarni, S. (Recipient), Gunaratne, C. (Recipient), Patton, R. (Recipient), Coletti, M. (Recipient) & Potok, T. (Recipient), 2023
Prize: Honorary award
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2024 R&D 100 Award for MAQ: Machine Learning on Adiabatic Quantum Computers
Date, P. (Recipient), Hamilton, K. (Recipient), Patton, R. (Recipient), Humble, T. (Recipient) & Potok, T. (Recipient), 2024
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
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Scalable Knowledge-Graph Analytics at 136 Petaflop/s
Herrmannova, D. (Creator), Kannan, R. {. (Creator), Sao, P. (Creator), Lu, H. (Creator), Potok, T. (Creator), Thakkar, V. (Creator) & Vuduc, R. (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), Aug 7 2020
Dataset