Patent ID: 11881014
Assignee: HEBEI UNIVERSITY OF TECHNOLOGY
Field: Computer technology (Electrical engineering)
Classification: CPC G  Y | IPC G

Claim 2:
3. The intelligent image sensing device for sensing-computing-cloud integration based on the federated learning framework according to claim 1, wherein the sensing device further comprises: the parameters of the convolutional fuzzy rough neural network are initialized, specifically:
parameters α of the two membership functions are initialized to 1 and −1 respectively; the value of the parameter σ is 1; α is an expected value, and σ is a standard deviation;
if the random assignment of the expected value α and the standard deviation σ is within the range of [−1,1] or close to the range, MFs have high membership degree of the random assignment of [−1,1]; and the smaller the standard deviation σ is, the more likely the smaller the output value is.