Suivre
Prasanna Date
Titre
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Année
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
7712022
Qubo formulations for training machine learning models
P Date, D Arthur, L Pusey-Nazzaro
Scientific Reports 11, 2021
1532021
Efficiently Embedding QUBO Problems on Adiabatic Quantum Computers
P Date, R Patton, C Schuman, T Potok
Quantum Information Processing 18 (4), 117, 2019
1062019
Adiabatic quantum linear regression
P Date, T Potok
Scientific reports 11 (1), 1-10, 2021
892021
Balanced k-means clustering on an adiabatic quantum computer
D Arthur, P Date
Quantum Information Processing 20 (9), 1-30, 2021
712021
Hybrid quantum-classical neural networks
D Arthur, P Date
2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022
61*2022
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
582022
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
392020
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
312022
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
292020
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
272019
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
262021
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
25*2022
Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem
L Pusey-Nazzaro, P Date
arXiv preprint arXiv:2008.07456, 2020
232020
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
232020
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
222018
Spike-Based Graph Centrality Measures
K Hamilton, T Mintz, P Date, CD Schuman
International Conference on Neuromorphic Systems 2020, 1-8, 2020
202020
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
192022
Design Index for Deep Neural Networks
P Date, JA Hendler, CD Carothers
Procedia Computer Science 88, 131-138, 2016
182016
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
172016
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