Small · 2024 · 14 citations · 42 references
EngineeringElectrical EngineeringMaterials ScienceSemiconductor DevicesSemiconductor MaterialsSynaptic PlasticityElectro-optic EffectsFerroelectric MaterialsLong-term PotentiationSemiconductor PhysicsSynaptic TransmissionArtificial Synapse MaterialsFerroelectric Field-effect TransistorsFerroelectric SemiconductorsHeterostructure Field-effect TransistorsHeterostructure TransistorsHexagonal Boron NitrideSemiconducting CrystalsSpontaneous Polarization
Abstract α‐In 2 Se 3 semiconductor crystals realize artificial synapses by tuning in‐plane and out‐of‐plane ferroelectricity with diverse avenues of electrical and optical pulses. While the electrically induced ferroelectricity of α‐In 2 Se 3 shows synaptic memory operation, the optically assisted synaptic plasticity in α‐In 2 Se 3 has also been preferred for polarization flipping enhancement. Here, the synaptic memory behavior of α‐In 2 Se 3 is demonstrated by applying electrical gate voltages under white light. As a result, the induced internal electric field is identified at a polarization flipped conductance channel in α‐In 2 Se 3 /hexagonal boron nitride (hBN) heterostructure ferroelectric field effect transistors (FeFETs) under white light and discuss the contribution of this built‐in electric field on synapse characterization. The biased dipoles in α‐In 2 Se 3 toward potentiation polarization direction by an enhanced internal built‐in electric field under illumination of white light lead to improvement of linearity for long‐term depression curves with proper electric spikes. Consequently, upon applying appropriate electric spikes to α‐In 2 Se 3 /hBN FeFETs with illuminating white light, the recognition accuracy values significantly through the artificial learning simulation is elevated for discriminating hand‐written digit number images.
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Generalized Gradient Approximation Made Simple
John P. Perdew, Kieron Burke, Matthias Ernzerhof · Physical Review Letters · 1996 · 211.5K citations · Full text
Natural Sciences, Chemistry, Physics +16
<i>Ab initio</i>molecular dynamics for liquid metals
Georg Kresse, J. Häfner · Physical review. B, Condensed matter · 1993 · 44.9K citations
Natural Sciences, Chemistry, Physics +17
One-Dimensional Electrical Contact to a Two-Dimensional Material
Lei Wang, Inanc Meric, Pinshane Y. Huang et al. · Science · 2013 · 3K citations
Natural Sciences, Materials Engineering, Materials Science +17