Construct · 1 fields · 1 citations

echo state network: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a recurrent network with a large fixed random reservoir in which only the output weights are trained, used to predict chaotic time series.

In machine learning, echo state network refers to a recurrent network with a large fixed random reservoir in which only the output weights are trained, used to predict chaotic time series. This meaning comes from Jaeger (2004) in Science.[1]

Unit
Recovery means
Measured by

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Nearby constructs

echo4 fields · 7 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs network4 fields · 6 citationsjingle · one word, four constructs

References

Jaeger, H., & Haas, H. (2004). Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication. Science, 304(5667), 78-80. https://doi.org/10.1126/science.1091277

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