Ensemble Learning of Multiple Readouts for Reservoir Computing

DOI IR IR (HANDLE)

Bibliographic Information

Published
2023-09-21
Resource Type
journal article
DOI
  • 10.34385/proc.76.c3l-11
Publisher
The Institute of Electronics, Information and Communication Engineers

Description

This study proposes a reservoir computing model with multiple readouts and an associated training method to enhance the training capability of reservoir computing. This study conducts a speaker classification task and a word classification task using an audio dataset consisting of digits pronounced by six persons. The experimental results reveal that the proposed model with multiple readouts outperforms a conventional model with a single readout.

Journal

  • IEICE Proceeding Series

    IEICE Proceeding Series 76 509-512, 2023-09-21

    The Institute of Electronics, Information and Communication Engineers

Keywords

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