Patent ID: 11947668
Assignee: SOPHOS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The non-transitory processor-readable medium of claim 6, wherein the normalization layer is a first normalization layer that includes a first set of normalization nodes and a first set of parameter nodes, and the activation layer is a first activation layer, the set of normalized values being provided to the first activation layer via the first set of normalization nodes, the code further comprising code to cause the processor to:
provide, to a second normalization layer of the neural network, the set of results, the second normalization layer including a second set of normalization nodes and a second set of parameter nodes different than the second set of normalization nodes;
calculate, at the second normalization layer, a numerical mean of the set of results;
calculate, at the second normalization layer, a numerical standard deviation of the set of results;
normalize, at the second normalization layer, the set of results based on the numerical mean of the set of results and the numerical standard deviation of the set of results to define a set of normalized results; and
provide to a second activation layer of the neural network the set of normalized results via the second set of normalization nodes, and the numerical mean of the set of results and the numerical standard deviation of the set of results via the second set of parameter nodes.