NPG Asia Materials · 2023 · 16 citations · 44 references
Natural SciencesMaterials EngineeringMaterials ScienceElectrochemistryElectronic MaterialsSynaptic PlasticityElectrochemical CellsElectrode MaterialsMemory DevicesMemristive MaterialsSpike-timing-dependent PlasticitySpiking Neural NetworksMemristive MemoryMetallizationResistive SwitchingResistive Switching MaterialsSpike-timing PlasticityStochastic IntegrationSynaptic ReliabilityThreshold Switching Materials
Abstract The use of an identical electrolyte in electrochemical metallization (ECM)-based neuron and synaptic devices has not yet been achieved due to their different resistive-switching characteristics. Herein, we describe ECM devices comprising the same ferroelectric PbZr 0.52 Ti 0.48 O 3 (PZT) electrolyte, which can sustain both neuron and synaptic behavior depending on the identity of the active electrode. The Ag/PZT/La 0.8 Sr 0.2 MnO 3 (LSMO) threshold switching memristor shows abrupt and volatile resistive switching characteristics, which lead to neuron devices with stochastic integration-and-fire behavior, auto-recovery, and rapid operation. In contrast, the Ni/PZT/LSMO memory switching memristor exhibits gradual, non-volatile resistive switching behavior, which leads to synaptic devices with a high on/off ratio, low on-state current, low variability, and spike-timing-dependent plasticity (STDP). The divergent behavior of the ECM devices is attributed to greater control of cation migration through the ultrathin ferroelectric PZT. Thus, ECM devices with an identical ferroelectric electrolyte offer promise as essential building blocks in the construction of high-performance neuromorphic computing systems.
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