A versatile computational algorithm for time-series data analysis and machine-learning models
Abstract Here we introduce Local Topological Recurrence Analysis (LoTRA), a simple computational approach for analyzing time-series data. Its versatility is elucidated using simulated data, Parkinsonian gait, and in vivo brain dynamics. We also show that this algorithm can be used to build a remarka...
Wedi'i Gadw mewn:
| Prif Awduron: | , , , , , |
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| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
Nature Portfolio
2021-11-01
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| Cyfres: | npj Parkinson's Disease |
| Mynediad Ar-lein: | https://doi.org/10.1038/s41531-021-00240-4 |
| Tagiau: |
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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