sakuya/node_modules/neataptic/mkdocs/templates/docs/methods/gating.md

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2022-04-10 00:37:53 +08:00
description: List of gating methods in Neataptic
authors: Thomas Wagenaar
keywords: gating, recurrent, LSTM, neuron, activation
Gating is quite the interesting: it makes the weights in networks more dynamic,
by adapting them to their gating node. Read more about it [here](https://en.wikipedia.org/wiki/Synaptic_gating).
For specific implementation of gating, check out the [Node](../architecture/node.md),
[Group](../architecture/group.md) and [Network](../architecture/network.md) wikis!
There are 3 gating methods:
* **methods.gating.OUTPUT** every node in the gating group will gate (at least) 1 node in the emitting group and all its connections to the other, receiving group
* **methods.gating.INPUT** every node in the gating group will gate (at least) 1 node in the receiving group and all its connections from the other, emitting group
* **methods.gating.SELF** every node in the gating group will gate (at least) 1 self connection in the emitting/receiving group