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

Claim 17:
18. The method of claim 12, wherein the normalization layer is a first normalization layer, the set of normalization nodes is a first set of normalization nodes, the set of parameter nodes is a first set of parameter nodes, the activation layer is a first activation layer, and the set of parameters is a first set of parameters, the method further comprising:
providing, 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, each node in the second set of parameter nodes configured to provide a parameter from a second set of parameters used during normalization at the second normalization layer as an additional input;
calculating, at the second normalization layer, the second set of parameters associated with the set of results;
normalizing, at the second normalization layer; the set of results based on the second set of parameters to define a set of normalized results; and
providing to a second activation layer of the neural network the set of normalized results via the second set of normalization nodes and the second set of parameters via the second set of parameter nodes.