1. Mimicking somatic behavior of neurons using the integrate and fire model of 2D SnS memristive switching characteristics.
- Author
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Saha, Soumi, Adepu, Vivek, Sahatiya, Parikshit, and Dan, Surya Shankar
- Subjects
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PHOTOELECTRON spectroscopy , *ULTRAVIOLET spectroscopy , *COPPER , *SUBSTRATES (Materials science) , *VOLTAGE - Abstract
This Letter presents the fabrication and characterization of a 2D SnS memristor, proposing its integrate and fire (I&F) model as a potential hardware implementation of neuronal somatic behavior. The memristor comprises a thin layer of tin (II) sulfide (SnS) sandwiched between copper (Cu) electrodes on a silicon (Si) substrate. This structure exhibits an impressive R off : R o n ratio of 103 at a read voltage V r d of 0.25 V with exceptionally low switching V s w and set V set voltages of 0.3 and 0.35 V, respectively, with ∼ 3 order variation between the maximum R max and R min resistances offered during single voltage sweep cycle. We have explained the memristive behavior using the dual ionic conduction mechanism in the SnS active layer. We extracted the real-time band diagram of SnS using ultraviolet photoelectron spectroscopy, explaining the low V s w observed. We propose that the emulation of the I&F artificial neuron model exhibited by the fabricated device could serve as a promising application in the field of artificial neuron spiking. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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