Echo State Networks-Based Reservoir Computing for MNIST Handwritten Digits Recognition

Abstract

Reservoir Computing is an attractive paradigm of recurrent neural network architecture, due to the ease of training and existing neuromorphic implementations. Successively applied on speech recognition and time series forecasting, few works have so far studied the behavior of such networks on computer vision tasks. Therefore we decided to investigate the… (More)
DOI: 10.1109/CSE-EUC-DCABES.2016.229

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