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Catherine Schuman
Catherine Schuman
Verifierad e-postadress på utk.edu - Startsida
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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
8892017
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
3992022
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
3742009
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
3452008
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
1332018
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
1192007
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
1062018
Efficiently embedding QUBO problems on adiabatic quantum computers
P Date, R Patton, C Schuman, T Potok
Quantum Information Processing 18, 1-31, 2019
852019
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
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
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
712020
Method and apparatus for constructing a neuroscience-inspired artificial neural network
JD Birdwell, C Schuman
US Patent 9,798,751, 2017
712017
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
682018
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
572018
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
512020
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
502019
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
462017
Method and apparatus for constructing a neuroscience-inspired artificial neural network with visualization of neural pathways
JD Birdwell, ME Dean, M Drouhard, C Schuman
US Patent 9,753,959, 2017
462017
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Artiklar 1–20