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Catherine D. Schuman

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Department of Electrical Engineering and Computer Science, University of Tennessee, TN, USA

Speed-based Filtration and DBSCAN of Event-based Camera Data with Neuromorphic Computing

Jan 26, 2024
Charles P. Rizzo, Catherine D. Schuman, James S. Plank

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Multi-level, Forming Free, Bulk Switching Trilayer RRAM for Neuromorphic Computing at the Edge

Oct 20, 2023
Jaeseoung Park, Ashwani Kumar, Yucheng Zhou, Sangheon Oh, Jeong-Hoon Kim, Yuhan Shi, Soumil Jain, Gopabandhu Hota, Amelie L. Nagle, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum

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Spike-based Neuromorphic Computing for Next-Generation Computer Vision

Oct 15, 2023
Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang, Tauhidur Rahman, Garrett S. Rose

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Functional Specification of the RAVENS Neuroprocessor

Jul 27, 2023
Adam Z. Foshie, James S. Plank, Garrett S. Rose, Catherine D. Schuman

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On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments

Jul 20, 2023
Shruti R. Kulkarni, Aaron Young, Prasanna Date, Narasinga Rao Miniskar, Jeffrey S. Vetter, Farah Fahim, Benjamin Parpillon, Jennet Dickinson, Nhan Tran, Jieun Yoo, Corrinne Mills, Morris Swartz, Petar Maksimovic, Catherine D. Schuman, Alice Bean

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Disclosure of a Neuromorphic Starter Kit

Nov 08, 2022
James S. Plank, Bryson Gullett, Adam Z. Foshie, Garrett S. Rose, Catherine D. Schuman

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The Case for RISP: A Reduced Instruction Spiking Processor

Jun 28, 2022
James S. Plank, ChaoHui Zheng, Bryson Gullett, Nicholas Skuda, Charles Rizzo, Catherine D. Schuman, Garrett S. Rose

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An Oracle and Observations for the OpenAI Gym / ALE Freeway Environment

Sep 02, 2021
James S. Plank, Catherine D. Schuman, Robert M. Patton

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Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment

Apr 21, 2020
Maryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy

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Multi-Objective Optimization for Size and Resilience of Spiking Neural Networks

Feb 04, 2020
Mihaela Dimovska, Travis Johnston, Catherine D. Schuman, J. Parker Mitchell, Thomas E. Potok

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