July 2019
Intermediate to advanced
512 pages
19h 39m
English
Content preview from Hands-On Deep Learning Algorithms with Python
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Coupling coefficients
Next, we multiply the prediction vectors 
by the coupling coefficients 
. The coupling coefficients exist between any two capsules. We know that capsules from the lower layer send their output to the capsules in the higher layer. The coupling coefficient helps the capsule in the lower layer to understand which capsule in the higher layer it has to send its output to.
For instance, let's consider the same example, where we are trying to predict whether an image consists of a face. represents the agreement between and .
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