| 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 | 967 | 2017 |
| Opportunities for neuromorphic computing algorithms and applications CD Schuman, SR Kulkarni, M Parsa, JP Mitchell, P Date, B Kay Nature Computational Science 2 (1), 10-19, 2022 | 601 | 2022 |
| 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 | 380 | 2009 |
| 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 | 358 | 2008 |
| 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 | 149 | 2018 |
| 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 | 124 | 2007 |
| 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 | 115 | 2018 |
| Efficiently embedding QUBO problems on adiabatic quantum computers P Date, R Patton, C Schuman, T Potok Quantum Information Processing 18, 1-31, 2019 | 99 | 2019 |
| 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 | 87 | 2016 |
| 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 | 86 | 2019 |
| 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 | 82 | 2020 |
| 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 | 81 | 2018 |
| Method and apparatus for constructing a neuroscience-inspired artificial neural network JD Birdwell, C Schuman US Patent 9,798,751, 2017 | 81 | 2017 |
| 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 | 74 | 2018 |
| 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 | 66 | 2018 |
| 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, 667, 2020 | 60 | 2020 |
| 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 | 58 | 2017 |
| 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 | 55 | 2019 |
| Probabilistic neural computing with stochastic devices S Misra, LC Bland, SG Cardwell, JAC Incorvia, CD James, AD Kent, ... Advanced Materials 35 (37), 2204569, 2023 | 50 | 2023 |
| Method and apparatus for providing random selection and long-term potentiation and depression in an artificial network JD Birdwell, ME Dean, C Schuman US Patent 10,055,434, 2018 | 50 | 2018 |
James PlankProfessor of Computer Science, University of TennesseeVerified email at utk.edu
