[PDF][PDF] The “echo state” approach to analysing and training recurrent neural networks-with an erratum note

H Jaeger - Bonn, Germany: German National Research Center for …, 2001 - ai.rug.nl
Bonn, Germany: German National Research Center for Information Technology GMD …, 2001ai.rug.nl
The “echo state” approach to analysing and training recurrent neural networks – with an
Erratum note Page 1 The “echo state” approach to analysing and training recurrent neural
networks – with an Erratum note 1 Herbert Jaeger Fraunhofer Institute for Autonomous
Intelligent Systems January 26, 2010 1This is a corrected version of the technical report H.
Jaeger(2001): The ”echo state” approach to analysing and training recurrent neural networks.
GMD Report 148, German National Research Center for Information Technology, 2001. In this …
Abstract
The report introduces a constructive learning algorithm for recurrent neural networks, which modifies only the weights to output units in order to achieve the learning task.
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