Projects per year
Overview
Education/Academic qualification
Eng-Computer, Doctorate Degree
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Dive into the research topics where Robert Patton is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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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Event-Driven Neuromorphic Accelerator (Caspian)
Mitchell, J. P., Young, A., Schuman, C., Patton, R. & Potok, T., 2026Research output: Non-textual form › Software
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NEUKRAG: Neuromorphic KG-RAG with Small LLMS for Hardware-Algorithm Co-Design
Kannan, R., Gautam, A., Patton, R., Haas, N. D., Thomas, T., Aimone, J. B. & Potok, T., 2026, 2026 IEEE Neuro-Inspired Computational Elements, NICE 2026 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2026 IEEE Neuro-Inspired Computational Elements, NICE 2026 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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NeuroCoreX: An Open-Source FPGA-Based Spiking Neural Network Emulator with On-Chip Learning
Gautam, A., Date, P., Kulkarni, S., Mulet, I., Zhu, K., Patton, R. & Potok, T., 2026, 2026 IEEE Neuro-Inspired Computational Elements, NICE 2026 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2026 IEEE Neuro-Inspired Computational Elements, NICE 2026 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
ObstacleSense: Low-Power Neuromorphic Vision for Corridor Obstacle Awareness in Low-Level ADAS
Johnson-Scott, Z., Patton, R., Wang, R., Gautam, A., Kulkarni, S. R., Chen, H., Cook, A. & Haas, N., Jun 22 2026, Proceedings of the 16th ACM International Green and Sustainable Computing Conference, IGSC 2026. Chen, F., Zhou, P., Zand, R., Roohi, A., Hu, J. & Yang, X. (eds.). Association for Computing Machinery, Inc, p. 105-112 8 p. (Proceedings of the 16th ACM International Green and Sustainable Computing Conference, IGSC 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Transplatformer: translating toxicogenomic profiles between generations of platforms
Cong, G., Patton, R., Chao, F., Svoboda, D. L., Erickson, J. N., Balik-Meisner, M. R., Mav, D., Phadke, D. P., Scholl, E. H., Shah, R. R. & Auerbach, S. S., Dec 2026, In: BMC Bioinformatics. 27, 1, 58.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
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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2022 R&D 100 Award for Gremlin: Adversarial Discovery of Weaknesses in Machine Learners
Coletti, M. (Recipient), Patton, R. (Recipient) & Haas, Q. (Recipient), 2022
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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Knowledge Graph Embedding using Large Language Models for COVID-19
Tabassum, A. (Creator), Kannan, R. (Creator), Yin, J. (Creator), Lim, S.-H. (Creator), Cong, G. (Creator), Hasan, S. M. S. (Creator), Patton, R. (Creator) & Potok, T. E. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2024
DOI: 10.13139/ornlnccs/2229136, https://www.osti.gov/servlets/purl/2229136
Dataset