Training Neural Networks for

wyomingbeancurdAI and Robotics

Nov 7, 2013 (4 years ago)

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   
    
 

   
     
    
    
     
    
   

 
  
 

               
              
                 
                
               
             
             
                 
             
             
                
             
 
              
             
          
                  
              
              
              
              
            


                
                     
              
              


 
 
   
 
  
                                       
                                         
 
                                  
                                    
                              
                                 
             
   
                                  
                                     
                                    
   
                                     
                                    
                               
                                
 
                                    
                               
                                
 
                                  
                                     
                                        

 


                  
  
             
  
               
       
            
           
     
    
     
     
            
      



                
                
                 
                
            
                  
           
                  
             
   
                  
            
       
 
                  
          
             
     
                 
       


 
                
      
               
                  
                 
               
            
               
              
             
              
             
          
              
                     
            
                
                  

 
             
            
             
             
                  
                  
                
                 
                 
             
               
             
              
                
               

                
      
     
     
   
       
 P 
    
 F  P;
  P;F
  P
  P
  
             
                
  
    
              
               
                 
    f(x) = (((x +2)=5) +((y x)  3))         +
     ((x +2)=5)   ((y x)  3)     
     
+
=
+
x




y
x

           x  y    
           
               
                   

             
          
                   
      
                  
            
                  
                 
            
   
            
                   
                
          
             
               
                
            
              
               
             
     h             
             
              
               
                 
        t 
t = h  (n
max
1) +1
 n
max
           
                  
    
                
               
              
              
              
           
          

  
             
                
           k 
     k               
                
   
               
 +    =                
      =        
        

3
2

 4 = 12       
0:5 +1:3 = 1:8 0:5 1:3 = 0:8 0:5  1:3 = 0:65  0:5=1:3 = 0:3846  
        
         

10
2

 4 = 90 
                
               
              
    
  
              
         
                
                 
  K    p     p(K) =
jKj
P
i=1
p
w
i
k
i
     
          p(K)      a 
p  1    0          
               
                  
 p
w
             

     L            
                  
M                 
             
             
              
              
                
             
                 
   

      

                 
                
                     
                
         
               
                
               
              
                 
  
                
              
               
           
             
                
        

  
 
             
                    
              
            
       

          
              
             
           
                 
               
             
                  
               
                
          
               
                 
                 
                   
         
  
              
                
                
              
              
               
                    
                 
                 
      

          
               
                 
               
        
                
               
                  
                
        

 
   
              
     
                
       
             x    
     
               
  
             
                 
  
            
                

               
                  
  
              
  
             
                 
              
       
               
               
               
                   
    


  
   

   

  

  

   

   

 



 

   

 
   
  

  
 

  
 


 
   
             
               
              
         
               
                
                
               
               
             
                   
       

   
   

   

  

  

   

   

 



 

   

 
   
  

  
 

  
 


 

   
              
                  
                 
                   
                   
  
                 
                   
      
                 
         
4
p
5          
         

   
   

   

  

  

   

   

 



 

   

 
      
  

  
 

  
 


 


  
                 
               
               
                 
               
                
                 
   
                
                  
                
                
                  
          

   
             
                
                 
                    
              
            
                
     
              
                 
       

   
          
                  
            
                   
   
               
                  
           


   
              
                
              
                
                 
        
 
            
            
               
               
                   
               
       
 
               
              
             
         
              
             
          
               
               
   
               
                  
     
             
            

              
                
        
               
                 
 


          
 
            
       
           
  
             
       
