zeqianli / EchoStateNetwork

A simple Python implementation of EchoStateNetwork

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Echo State Network (ESN)

A simple Python implementation of Echo State Network.

Mostly translated from Matlab scripts on http://www.scholarpedia.org/article/Echo_state_network.

More about Echo State Network: [1][2]

Reference

[1] Jaeger, H. (2007). Echo state network, 2330.

[2] Lukoševičius, M., & Jaeger, H. (2009). Reservoir computing approaches to recurrent neural network training. Computer Science Review, 3(3), 127-149.

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A simple Python implementation of EchoStateNetwork

License:MIT License


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Language:Python 95.3%Language:Jupyter Notebook 4.7%