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Uniform multilevel switching and synaptic properties in RF-sputtered InGaZnO-based memristor treated with oxygen plasma

Chandreswar Mahata, Hyojin So, Seyeong Yang, Muhammad Ismail, Sungjun Kim, Seongjae Cho

2023The Journal of Chemical Physics15 citationsDOI

Abstract

Bipolar gradual resistive switching was investigated in ITO/InGaZnO/ITO resistive switching devices. Controlled intrinsic oxygen vacancy formation inside the switching layer enabled the establishment of a stable multilevel memory state, allowing for RESET voltage control and non-degradable data endurance. The ITO/InGaZnO interface governs the migration of oxygen ions and redox reactions within the switching layer. Voltage-stress-induced electron trapping and oxygen vacancy formation were observed before conductive filament electroforming. This device mimicked biological synapses, demonstrating short- and long-term potentiation and depression through electrical pulse sequences. Modulation of post-synaptic currents and pulse frequency-dependent short-term potentiation were successfully emulated in the InGaZnO-based artificial synapse. The ITO/InGaZnO/ITO memristor exhibited spike-amplitude-dependent plasticity, spike-rate-dependent plasticity, and potentiation-depression synaptic learning with low energy consumption, making it a promising candidate for large-scale integration.

Topics & Concepts

Materials scienceMemristorLong-term potentiationNeuromorphic engineeringOptoelectronicsElectronic engineeringChemistryComputer scienceArtificial neural networkBiochemistryReceptorMachine learningEngineeringAdvanced Memory and Neural ComputingNeuroscience and Neural EngineeringNeural dynamics and brain function
Uniform multilevel switching and synaptic properties in RF-sputtered InGaZnO-based memristor treated with oxygen plasma | Litcius