FPGA-Accelerated ESN with Chaos Training for Financial Time Series Prediction

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Detalhes bibliográficos
Publicado no:	Machine Learning and Knowledge Extraction vol. 7, no. 4 (2025), p. 160-182
Autor principal:	Hassaan, Zeinab A
Outros Autores:	Yacoub, Mohammed H, Said, Lobna A
Publicado em:	MDPI AG
Assuntos:	United States > US Currency exchanges Stock prices Accuracy Risk management Deep learning Datasets Forecasting Optimization Field programmable gate arrays Stock exchanges Technology stocks Time series Dynamical systems Investment strategy Machine learning Fourier transforms American dollar Foreign exchange rates Securities markets Neural networks Effectiveness Recurrent neural networks Stochastic models Sequences Lorenz system Algorithms
Acesso em linha:	Citation/Abstract Full Text + Graphics Full Text - PDF
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