International Business Machines Corporation
System and method for transfer of analog synaptic weight information onto neuromorphic arrays with non-ideal non-volatile memory device

Abstract:

A system and method are shown for transferring weight information to analog non-volatile memory elements wherein the programming pulse duration is directly proportional to the difference in weights. Furthermore, the system and method avoid weight transfers when the weights are already well-matched.