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:
Nov. 08, 2005
Filed:
Mar. 30, 2001
Applicants:
Alexander G. Parlos, College Station, TX (US);
Amir F. Atiya, Pasadena, CA (US);
Inventors:
Alexander G. Parlos, College Station, TX (US);
Amir F. Atiya, Pasadena, CA (US);
Assignee:
The Texas A&M University System, College Station, TX (US);
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06E001/00 ; G06E003/00 ; G06F015/18 ; G06G007/00 ; G06N003/06 ; G06N003/063 ; G06N003/067 ;
U.S. Cl.
CPC ...
Abstract
A method for training a recurrent network represented by x(k+1)=f(W x(k)), where W is a weight matrix, x is the output of the network, and K is a time index includes (a) determining the weight matrix at a first time increment, (b) incrementing the time increment associated with a received data point, and (c) determining a change in the weight matrix at the incremented time interval according to the formula: