Reservoir Echo State Network for Classification of Multivariate Time Series

Multivariate time series (MTS) classification has been tackled using various methods, including Reservoir Computing (RC), which generates efficient vectorized representations like reservoir state (RS). RS shines when handling extensive classes or training sets but demands longer processing and subst...

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Veröffentlicht in:	Proceedings (IEEE International Conference on High Performance Computing Workshops) S. 61 - 62
Hauptverfasser:	Purkayastha, Basab Bijoy, Barma, Shovan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 18.12.2023
Schlagworte:	Analytical models Benchmark testing Computational modeling Distributed Memory Parallelism Echo State Network Electrocardiography Memory management Multivariate Time Series Classification Parallel Computing Reservoir Computing Shared Memory Parallelism Time series analysis Training
ISSN:	2770-0135
Online-Zugang:	Volltext
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