run_reservoir

Run reservoir creates the internal states for the ESN.

Provides a lightweight implementation of functions and methods for
fast and fully automatic time series modeling and forecasting using Echo
State Networks (ESNs).

Alexander Häußer

echos

Echo State Networks for Time Series Modeling and Forecasting

run_reservoir function

<dl><dt>input</dt>
<dd>Numeric matrix containing the input features</dd>
<dt>win</dt>
<dd>Numeric matrix. The input weight matrix.</dd>
<dt>wres</dt>
<dd>Numeric matrix. The reservoir weight matrix.</dd>
<dt>alpha</dt>
<dd>Numeric value. The leakage rate (smoothing parameter).</dd></dl>

Arguments

Run reservoir — run_reservoir

<dl>

<dt>input</dt>
<dd>Numeric matrix containing the input features</dd>


<dt>win</dt>
<dd>Numeric matrix. The input weight matrix.</dd>


<dt>wres</dt>
<dd>Numeric matrix. The reservoir weight matrix.</dd>


<dt>alpha</dt>
<dd>Numeric value. The leakage rate (smoothing parameter).</dd>

</dl>

run_reservoir: Run reservoir

Description

Value

Arguments