Ex Parte Benzschawel et al - Page 13



             Appeal 2007-0114                                                                                    
             Application 10/990,960                                                                              

             2. The Examiner finds, and Appellants do not dispute, that Carney                                   
             discloses all the limitations of claims 1 and 8 but for the last step whereby                       
             “that prediction is based on agreement of a majority of output values.”                             
             Answer 5.                                                                                           
             3. The Examiner states: “Official Notice is taken that such agreement of                            
             output values from multiple sources was old and well known at the time of                           
             the invention as a way to predict.  For example, inertial navigation systems                        
             selected a position in space based on at least two of three INS subunits                            
             agreeing on a calculated position.”  Answer 5.                                                      
             4. The Examiner finds that “[i]t would have been obvious to one of                                  
             ordinary skill in the art at the time of the invention to use such majority                         
             based selection because this would improve confidence in the precision of                           
             the predicted result.” Answer 5.                                                                    
             5. Appellants argue that Carney, at para. [0062], discloses averaging                               
             numerical outputs of a neural network ensemble.                                                     
             6. Appellants argue that:                                                                           
                   • the Official Notice does not cure the deficiencies of Carney (Br. 5-                        
                       6);                                                                                       
                   • the Official Notice renders Carney inoperable (Br. 7); and,                                 
                   • there is no motivation to combine Carney with the Official Notice                           
                       (Br. 8-10).                                                                               



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