Patent ID: 11863231
Assignee: WISTRON CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 8:
9. An optical network optimizer, comprising:
a storage circuit, configured to store instructions of:
training a neural network;
adjusting at least one first auxiliary output value of a plurality of auxiliary output values of a plurality of auxiliary neurons of the neural network from zero to at least one non-zero value respectively according to a relation between an output value of an output neuron in an output layer of the neural network and one of a plurality of layers of an open system interconnection model, wherein the step of adjusting the at least one first auxiliary output value comprises:
determining whether to adjust the plurality of auxiliary output values of the plurality of auxiliary neurons of the neural network according to a relation between the output value and a network performance key performance indicator; and

performing inference with the neural network; and

a processing circuit, coupled to the storage device, configured to execute the instructions stored in the storage circuit,
wherein the plurality of auxiliary neurons includes at least one first auxiliary neuron, and the at least one first auxiliary neuron having the at least one first auxiliary output value respectively is in one of a plurality of hidden layers, which is corresponding to the layer of the open system interconnection model.