Patent ID: 11907834
Assignee: DEEPMENTOR INC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The method of claim 5, wherein step F) includes:
applying the golden sample to a first hidden layer in the plurality of hidden layers of the data-recognition model so as to obtain a plurality of outputs respectively from the neurons in the first hidden layer, each of the outputs including a plurality of output values;
applying the outputs from the neurons in a preceding hidden layer of the plurality of hidden layers to a succeeding hidden layer of the plurality of hidden layers that is connected to and succeeds the preceding hidden layer so as to obtain a plurality of outputs from the neurons in the succeeding hidden layer; and
for each of the neurons, deleting the neuron from the data-recognition model when it is determined that the output values of the outputs from the neuron are all substantially equal to zero, and retaining the neuron when otherwise.