Nanotechnology · 2024 · 11 citations · 42 references
Life SciencesElectrical EngineeringMaterials ScienceSemiconductor DevicesSemiconductor MaterialsSynaptic PlasticityLong-term DepressionLong-term PotentiationMemristive MaterialsShort-term Synaptic PlasticitySynaptic TransmissionHeterostructure Field-effect TransistorsHeterostructure TransistorsLong-term Synaptic PlasticityPaired-pulse DepressionPaired-pulse FacilitationPaired-pulse PlasticityTwo-dimensional MaterialsVan Der Waals Heterostructures
Abstract The use of two-dimensional materials and van der Waals heterostructures holds great potential for improving the performance of memristors Here, we present SnS 2 /MoTe 2 heterostructure synaptic transistors. Benefiting from the ultra-low dark current of the heterojunction, the power consumption of the synapse is only 19 p J per switching under 0.1 V bias, comparable to that of biological synapses. The synaptic device based on the SnS 2 /MoTe 2 demonstrates various synaptic functionalities, including short-term plasticity, long-term plasticity, and paired-pulse facilitation. In particular, the synaptic weight of the excitatory postsynaptic current can reach 109.8%. In addition, the controllability of the long-term potentiation and long-term depression are discussed. The dynamic range ( G max / G min ) and the symmetricity values of the synaptic devices are approximately 16.22 and 6.37, and the non-linearity is 1.79. Our study provides the possibility for the application of 2D material synaptic devices in the field of low-power information storage.
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Nanoscale Memristor Device as Synapse in Neuromorphic Systems
Sung Hyun Jo, Ting‐Chang Chang, Idongesit E. Ebong et al. · Nano Letters · 2010 · 4.1K citations
Life Sciences, Electrical Engineering, Materials Science +17
Optoelectronic resistive random access memory for neuromorphic vision sensors
Feichi Zhou, Zheng Zhou, Jiewei Chen et al. · Nature Nanotechnology · 2019 · 1.3K citations