These fundamental properties have attracted researchers to explore memristor-basedanalog reconfigurable circuits for bio-synapse computing.Recently, brain-inspired neuromorphic computing with memristor-based synapses has been demonstrated to show substantial benefits. However, the mechanism for the gradual changein the resistance for memristors to mimic the bio-synapse is still under debate.