The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 18, 1996
Filed:
Jun. 11, 1992
Sumio Watanabe, Yokohama, JP;
Ricoh Company, Ltd., Tokyo, JP;
Abstract
A neural network learning method firstly performs finding a linear operator which satisfies required conditions suited to the function for learning by using linear prediction, where the function characterizes the neural network of the function approximation type, and operating the linear operator on the teaching patterns which approximated by a linear sum of the function, and determining results of the operation, and secondly it performs replacing learning of a neural network with a linear predictive problem according to the operation result firstly obtained by the first, and for determining a solution with respect to the linear predictive problem, and thirdly it performs a determination of weights from the hidden layer to output layer so that an error between output data from the output layer and the teaching patterns is minimized, according to the solution with respect to the linear predictive problem.
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