Student neural network

Details Student neural network Student neural network

2006-06-13

2006-06-13

Knight, Anthony (Department: 2121)

Data processing: artificial intelligence

Neural network

C706S016000, C706S017000, C706S020000, C706S025000

Reexamination Certificate

active

07062476

ABSTRACT:
A student neural network that is capable of receiving a series of tutoring inputs from one or more teacher networks to generate a student network output that is similar to the output of the one or more teacher networks. The tutoring inputs are repeatedly processed by the student until, using a suitable method such as back propagation of errors, the outputs of the student approximate the outputs of the teachers within a predefined range. Once the desired outputs are obtained, the weights of the student network are set. Using this weight set the student is now capable of solving all of the problems of the teacher networks without the need for adjustment of its internal weights. If the user desires to use the student to solve a different series of problems, the user only needs to retrain the student by supplying a different series of tutoring inputs.

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