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 | 485 | 2022 |
Qubo formulations for training machine learning models P Date, D Arthur, L Pusey-Nazzaro Scientific Reports 11, 2021 | 116 | 2021 |
Efficiently Embedding QUBO Problems on Adiabatic Quantum Computers P Date, R Patton, C Schuman, T Potok Quantum Information Processing 18 (4), 117, 2019 | 89 | 2019 |
Adiabatic quantum linear regression P Date, T Potok Scientific reports 11 (1), 1-10, 2021 | 72 | 2021 |
Balanced k-means clustering on an adiabatic quantum computer D Arthur, P Date Quantum Information Processing 20 (9), 1-30, 2021 | 61 | 2021 |
Hybrid quantum-classical neural networks D Arthur, P Date 2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022 | 37* | 2022 |
Neuromorphic graph algorithms: Extracting longest shortest paths and minimum spanning trees B Kay, P Date, C Schuman Proceedings of the 2020 Annual Neuro-inspired Computational Elements …, 2020 | 34 | 2020 |
A review of non-cognitive applications for neuromorphic computing JB Aimone, P Date, GA Fonseca-Guerra, KE Hamilton, K Henke, B Kay, ... Neuromorphic Computing and Engineering 2 (3), 032003, 2022 | 32 | 2022 |
Resilience and robustness of spiking neural networks for neuromorphic systems CD Schuman, JP Mitchell, JT Johnston, M Parsa, B Kay, P Date, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020 | 27 | 2020 |
A Classical-Quantum Hybrid Approach for Unsupervised Probabilistic Machine Learning P Date, C Schuman, R Patton, T Potok Future of Information and Communication Conference, 98-117, 2019 | 26 | 2019 |
Neuromorphic computing is Turing-complete P Date, T Potok, C Schuman, B Kay Proceedings of the International Conference on Neuromorphic Systems 2022, 1-10, 2022 | 22* | 2022 |
Efficient Classification of Supercomputer Failures using Neuromorphic Computing P Date, CD Carothers, JA Hendler, M Magdon-Ismail 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 242-249, 2018 | 22 | 2018 |
Modeling Epidemic Spread with Spike-based Models K Hamilton, P Date, B Kay, C Schuman D International Conference on Neuromorphic Systems (ICONS) 2020, 1-5, 2020 | 21 | 2020 |
Quantum Computing for Data Analysis in High-Energy Physics A Delgado, KE Hamilton, P Date, JR Vlimant, D Magano, Y Omar, ... arXiv preprint arXiv:2203.08805, 2022 | 20 | 2022 |
Spike-Based Graph Centrality Measures K Hamilton, T Mintz, P Date, CD Schuman International Conference on Neuromorphic Systems 2020, 1-8, 2020 | 19 | 2020 |
Neuromorphic computing for autonomous racing R Patton, C Schuman, S Kulkarni, M Parsa, JP Mitchell, NQ Haas, C Stahl, ... International conference on neuromorphic systems 2021, 1-5, 2021 | 18 | 2021 |
Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem L Pusey-Nazzaro, P Date arXiv preprint arXiv:2008.07456, 2020 | 18 | 2020 |
Design Index for Deep Neural Networks P Date, JA Hendler, CD Carothers Procedia Computer Science 88, 131-138, 2016 | 18 | 2016 |
Development of Fuzzy PROMETHEE Algorithm for the Evaluation of Indian World-Class Manufacturing Organisations AK Digalwar, P Date International Journal of Services and Operations Management 24 (3), 308-330, 2016 | 17 | 2016 |
Snowmass White Paper: Quantum Computing Systems and Software for High-energy Physics Research TS Humble, A Delgado, R Pooser, C Seck, R Bennink, V Leyton-Ortega, ... arXiv preprint arXiv:2203.07091, 2022 | 16 | 2022 |