preprint
Memristive Nanowires-based Devices as Synthetic Neuron in Silicon
July 22, 2025
Memristors with time-dependent conductance evolution offer a compact platform for emulating neuronal behavior. In this letter, we experimentally demonstrate that a silicon nanowire (SiNW)-based volatile memristor exhibits logistic conductance modulation under electrical input. This behavior can be effectively modeled using a quasi-linear differential equation. The nonlinear response can potentially be mapped to neural activation functions and tuned via state-space control, enabling compact neuron functionality in neuromorphic systems.
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1311218.pdf
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Main Document
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Submitted version (Preprint)
Access type
openaccess
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CC BY
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5.13 MB
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Adobe PDF
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