Construct · 1 fields · 1 citations

graph neural network: a standalone construct

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

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Machine learning

a neural network that operates directly on graphs, computing each node's state from its neighbors' states until a fixed point is reached.

In machine learning, graph neural network refers to a neural network that operates directly on graphs, computing each node's state from its neighbors' states until a fixed point is reached. This meaning comes from Scarselli (2009) in IEEE Transactions on Neural Networks.[1]

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Nearby constructs

graph attention network1 fields · 1 citationsanchor · a standalone construct graph isomorphism network1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs

References

Scarselli, F., Gori, M., Ah Chung Tsoi, Hagenbuchner, M., & Monfardini, G. (2009). The Graph Neural Network Model. IEEE Transactions on Neural Networks, 20(1), 61-80. https://doi.org/10.1109/tnn.2008.2005605

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