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Catherine Schuman
Catherine Schuman
Verified email at utk.edu - Homepage
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Cited by
Year
A survey of neuromorphic computing and neural networks in hardware
CD Schuman, TE Potok, RM Patton, JD Birdwell, ME Dean, GS Rose, ...
arXiv preprint arXiv:1705.06963, 2017
9102017
Opportunities for neuromorphic computing algorithms and applications
CD Schuman, SR Kulkarni, M Parsa, JP Mitchell, B Kay
Nature Computational Science 2 (1), 10-19, 2022
4562022
A Performance Evaluation and Examination of Open-Source Erasure Coding Libraries for Storage.
JS Plank, J Luo, CD Schuman, L Xu, Z Wilcox-O'Hearn
Fast 9, 253-265, 2009
3752009
Jerasure: A library in C/C++ facilitating erasure coding for storage applications-Version 1.2
JS Plank, S Simmerman, CD Schuman
University of Tennessee, Tech. Rep. CS-08-627 23, 2008
3492008
Memristive ion channel-doped biomembranes as synaptic mimics
JS Najem, GJ Taylor, RJ Weiss, MS Hasan, G Rose, CD Schuman, ...
ACS nano 12 (5), 4702-4711, 2018
1392018
Jerasure: A library in C/C++ facilitating erasure coding for storage applications
JS Plank, S Simmerman, CD Schuman
Technical Report CS-07–603, University of Tennessee, 2007
1202007
A study of complex deep learning networks on high-performance, neuromorphic, and quantum computers
TE Potok, C Schuman, S Young, R Patton, F Spedalieri, J Liu, KT Yao, ...
ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (2), 1-21, 2018
1112018
Efficiently embedding QUBO problems on adiabatic quantum computers
P Date, R Patton, C Schuman, T Potok
Quantum Information Processing 18, 1-31, 2019
862019
An evolutionary optimization framework for neural networks and neuromorphic architectures
CD Schuman, JS Plank, A Disney, J Reynolds
2016 International Joint Conference on Neural Networks (IJCNN), 145-154, 2016
842016
Method and apparatus for providing real-time monitoring of an artifical neural network
JD Birdwell, ME Dean, C Schuman
US Patent 10,248,675, 2019
812019
Evolutionary optimization for neuromorphic systems
CD Schuman, JP Mitchell, RM Patton, TE Potok, JS Plank
Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020
732020
Extreme heterogeneity 2018-productive computational science in the era of extreme heterogeneity: Report for DOE ASCR workshop on extreme heterogeneity
JS Vetter, R Brightwell, M Gokhale, P McCormick, R Ross, J Shalf, ...
USDOE Office of Science (SC), Washington, DC (United States), 2018
722018
Method and apparatus for constructing a neuroscience-inspired artificial neural network
JD Birdwell, C Schuman
US Patent 9,798,751, 2017
722017
Method and apparatus for constructing, using and reusing components and structures of an artifical neural network
JD Birdwell, ME Dean, C Schuman
US Patent 10,019,470, 2018
702018
The TENNLab exploratory neuromorphic computing framework
JS Plank, CD Schuman, G Bruer, ME Dean, GS Rose
IEEE Letters of the Computer Society 1 (2), 17-20, 2018
592018
Memristive mixed-signal neuromorphic systems: Energy-efficient learning at the circuit-level
G Chakma, MM Adnan, AR Wyer, R Weiss, CD Schuman, GS Rose
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017
562017
Bayesian multi-objective hyperparameter optimization for accurate, fast, and efficient neural network accelerator design
M Parsa, JP Mitchell, CD Schuman, RM Patton, TE Potok, K Roy
Frontiers in neuroscience 14, 527249, 2020
532020
Non-traditional input encoding schemes for spiking neuromorphic systems
CD Schuman, JS Plank, G Bruer, J Anantharaj
2019 International Joint Conference on Neural Networks (IJCNN), 1-10, 2019
512019
Probabilistic neural computing with stochastic devices
S Misra, LC Bland, SG Cardwell, JAC Incorvia, CD James, AD Kent, ...
Advanced Materials 35 (37), 2204569, 2023
472023
NeoN: Neuromorphic control for autonomous robotic navigation
JP Mitchell, G Bruer, ME Dean, JS Plank, GS Rose, CD Schuman
2017 IEEE International Symposium on Robotics and Intelligent Sensors (IRIS …, 2017
472017
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