Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition

    ICONIP, pp. 718-727, 2017.

    Cited by: 6|Bibtex|Views7|Links
    EI

    Abstract:

    Reservoir Computing (RC) is a paradigm for efficient training of Recurrent Neural Networks (RNNs). The Echo State Network (ESN), a type of RC paradigm, has been widely used for time series forecasting. Whereas, few works exist on classification with ESN. In this paper, we shed light on the use of ESN for pattern recognition problem, i.e. ...More

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