Ex parte MOLL et al. - Page 2




          Appeal No. 97-0507                                                          
          Application 08/202,609                                                      



                                 DECISION ON APPEAL                                   
               Appellants have appealed to the Board from the examiner’s              
          final rejection of claims 25 to 30, which constitute all the                
          claims remaining in the application.                                        
               Claim 25 is reproduced below:                                          
               25.  A system for determining the existence of subsurface              
          earth structural anomalies using aeromagnetically measured date             
          representative of magnetic field strength at known positions                
          above the surface of the earth as input data, and for producing             
          processed output data comprising plots of depth to basement rock            
          at corresponding known positions above the surface of the earth,            
          said system comprising:                                                     
               a programmed digital computer having a memory and forming a            
          neural network having a multiple element input layer each element           
          of which is capable of receiving input digital data comprising              
          representations of magnetic field strengths at known positions              
          above the surface of the earth and for producing output signals,            
          each element of which is connected to plural elements of a hidden           
          layer of elements via a first weighted system or                            
          interconnections, the weights of which are adjustable under                 
          program control, and said hidden layer elements each having a sum           
          function and a transfer function associated therewith for summing           
          all input signals to each element and for applying said transfer            
          function to such sum to produce an output signal from each                  
          element, and an output layer of elements each of which has an               
          input connected to pliral hidden layer elements via a second                
          weighted system of interconnections, the weights of which are               
          adjustable under program control, said output layer elements each           
          having a sum function and a transfer function associated                    
          therewith for summing all input signals to each element and for             
          applying said transfer function to such sum to produce an output            
          signal representative of depth to basement rock at known                    
          positions above the surface of the earth; and                               
               program means stored in said computer memory for training              
          said programmed digital computer forming a neural network by                
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