Patent ID: 11941867
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. The system of claim 14, wherein determining the intra-class variation for the given network input comprises determining:, ∑
      
        
          j
          =
          
            1
            ⁢
            
              
            
            ⁢
            …
            ⁢
            
              
            
            ⁢
            b
          
        
        ,
        
          j
          ≠
          i
        
        ,
        
          
            y
            i
          
          =
          
            y
            j
          
        
      
    
    ⁢
    
      exp
      ⁡
      
        (
        
          -
          
            
              S
              ⁡
              
                (
                
                  
                    x
                    i
                  
                  ,
                  
                    x
                    j
                  
                
                )
              
            
            T
          
        
        )
      
    
  
  ,

where j indexes the network inputs of the plurality of network inputs, b is a total number of network inputs in the plurality of network inputs, i is an index of the given network input, yi represents a class of the given network input, yj represents a class of the network input corresponding to index j, xi represents the intermediate representation of the given network input, xj represents the intermediate representation of the network input corresponding to index j, S(⋅,⋅) a similarity measure, and T is a temperature parameter.