Bidirectional Synaptic Operations of Triple-Gated Silicon Nanosheet Transistors with Reconfigurable Memory Characteristics

초록

In this study, a triple-gated transistor with a p+-i-n+ silicon nanosheet (NS) is proposed as a single synaptic device, and bidirectional synaptic functions are realized using reconfigurable memory characteristics. The triple-gated NS transistor features steep switching and bistable characteristics with a subthreshold swing below 5 mV dec-1 and an ON/OFF current ratio of approximate to 5 x 106 for both the n- and p-channel modes. This transistor exhibits electrically symmetric reconfigurable memory characteristics with an ON current ratio of 1.02 for the n- and p-channel modes. Moreover, the bidirectional synaptic weight updates of binarized spike-timing-dependent plasticity learning are successfully performed in a single transistor. This study demonstrates the potential of a triple-gated NS transistor for achieving compact synaptic arrays in large-scale silicon-based neuromorphic computing systems. In this study, triple-gated silicon nanosheet transistors are proposed as single synaptic devices. Bidirectional synaptic functionality following binarized spike-timing-dependent plasticity is demonstrated using unique reconfiguration mechanisms and electrical symmetry. Consequently, the transistors provide compact synaptic arrays for neuromorphic computing systems. image

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