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We investigate multilevel characteristics in resistive memory serving as synaptic device for neuromorphic computing system. Our findings reveal that an abruptly formed filament degrades analog switching behavior during potentiation. By means of balanced SET/RESET pulse operation and modulation of switching gap to control the filament growth, a gradually changed conductance behavior was achieved.
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