Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
arXiv: Computer Vision and Pattern Recognition, Volume abs/1811.07516, 2018.
In real-world applications such as emotion recognition from recorded brain activity, data are captured from electrodes over time. These signals constitute a multidimensional time series. In this paper, Echo State Network (ESN), a recurrent neural network with a great success in time series prediction and classification, is optimized with ...More
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