Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing.
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| Title: | Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing. |
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| Authors: | Wikner, Alexander1, awikner1@umd.edu, Harvey, Joseph1,2, Girvan, Michelle1, Hunt, Brian R.3, Pomerance, Andrew4, Antonsen, Thomas1,5, Ott, Edward1,5 |
| Source: | Neural Networks; Feb2024, Vol. 170, p94-110, 17p |
| Database: | Applied Science & Technology Source |
| ISSN: | 08936080 |
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| DOI: | 10.1016/j.neunet.2023.10.054 |