August 6, 2019
      
                  
        
  Author(s)
  Brian D. Hoskins,   Matthew W. Daniels,   Siyuan  Huang,   Advait  Madhavan,   Gina C. Adam,   Nikolai B. Zhitenev,   Jabez J. McClelland,   Mark D. Stiles
 
       
            
    
    
        Neuromorphic networks based on nanodevices, such as metal oxide memristors, phase change memories, and flash memory cells, have generated considerable interest for their increased energy efficiency and density in comparison to graphics processing units