Patent ID: 11966837
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 13:
14. The computer system of claim 11, wherein the optimization model is, min
     
      W
      ˆ
     
    
    
     
      
      
       
        
         X
         
          l
          -
          1
         
        
        ⁢
        
         W
         ^
        
       
       -
       
        X
        l
       
      
      
     
     2
    
    ⁢
       
    subject
    ⁢
       
    to
    ⁢
       
    
     
      
      
       W
       ^
      
      
     
     0
    
   
   ≤
   κ
  
  ,, wherein:
Ŵ is a sparse weight,
Xl-1 is an output of a first layer,
Xl is an output of a second layer that is subsequent to the first layer, and
κ is a maximally allowable number of nonzero weights based on the compression ratio.