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Flexible synaptic floating gate devices with dual electrical modulation based on ambipolar black phosphorus

Xiong Xiong, Xin Wang, Qianlan Hu, Xuefei Li, Yanqing Wu

2022iScience20 citationsDOIOpen Access PDF

Abstract

Two-dimensional van der Waals materials offer various possibilities for synaptic devices, matching the requirements of intelligent and energy-efficient computation. However, very few studies on robust flexible synaptic transistors have been reported, which hold great potential for soft robotics and wearable applications. Here a floating gate synaptic device based on ambipolar black phosphorus (BP) on a flexible substrate has been demonstrated with two working modes. The three-terminal mode, where the carriers are injected into the floating gate, shows a nonvolatile memory effect, whereas the two-terminal mode shows a quasi-nonvolatile memory effect. Remarkably, the synaptic device working on the three-terminal mode shows an excellent performance in the energy-efficient computation of sub-fJ/spike with a fast gate voltage response down to ∼10 ns. Furthermore, the flexible synaptic device exhibits good endurance under 5,000 bending cycles with a strain of ∼0.63%, suggesting great potential in flexible neuromorphic applications with low energy consumption.

Topics & Concepts

Ambipolar diffusionNeuromorphic engineeringTransistorMaterials scienceComputer scienceOptoelectronicsPhosphoreneModulation (music)VoltageSubstrate (aquarium)NanotechnologyGrapheneElectrical engineeringPhysicsEngineeringArtificial intelligenceArtificial neural networkAcousticsPlasmaGeologyOceanographyQuantum mechanicsAdvanced Memory and Neural ComputingConducting polymers and applicationsPerovskite Materials and Applications
Flexible synaptic floating gate devices with dual electrical modulation based on ambipolar black phosphorus | Litcius