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Reservoir Computing for Industrial Applications
Brhel, Jakub ; Bražina, Jakub (referee) ; Kovář, Jiří (advisor)
In this bachelor thesis, the field of reservoir computing and its application in the industrial sector is investigated. The main objective of the thesis is to verify the effectiveness and accuracy of the echo state network method in time series prediction. To achieve this objective, a dataset from a manufacturing machine is used and the echo state network algorithm is implemented. The results are analysed and are also compared with the results of previous studies in the field of reservoir computing.

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