Content deleted Content added
Tags: Reverted Mobile edit Mobile web edit |
|||
Line 37:
* damages nearby feature detectors, by deleting the information they rely upon.
==Capsules
A capsule is a set of neurons that individually activate for various properties of a type of object, such as position, size and hue. Formally, a capsule is a set of neurons that collectively produce an ''activity vector'' with one element for each neuron to hold that neuron's instantiation value (e.g., hue).<ref name=":1"/> Graphics programs use instantiation value to draw an object. Capsnets attempt to derive these from their input. The probability of the entity's presence in a specific input is the vector's length, while the vector's orientation quantifies the capsule's properties.<ref name=":1"/><ref name=":16"/>
| |||