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I am implementing an echo state network using TensorFlow and am studying the parameters, one of which is called "leaky". The documented definition is as follows:

Float between 0 and 1. Leaking rate of the reservoir. If you pass 1, it's the special case the model does not have leaky integration. Default: 1.

I searched the internet but could not find a definition, in the context of neural networks and machine learning, as to what this parameter does, or what leaky integration is.

https://www.tensorflow.org/addons/api_docs/python/tfa/layers/ESN

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  • $\begingroup$ Can you share a reference to the model. $\endgroup$
    – Peter
    Commented Jan 2, 2022 at 8:44
  • $\begingroup$ @Peter Please see link in updated question $\endgroup$ Commented Jan 2, 2022 at 10:58
  • $\begingroup$ @Peter Please see link in updated question $\endgroup$ Commented Jan 2, 2022 at 10:59

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