Biorealistic Neuronal Temperature-Sensitive Dynamics within Threshold Switching Memristors: Toward Neuromorphic Thermosensation - Institut des nanotechnologies de Lyon
Article Dans Une Revue ACS Applied Materials & Interfaces Année : 2024

Biorealistic Neuronal Temperature-Sensitive Dynamics within Threshold Switching Memristors: Toward Neuromorphic Thermosensation

Akhil Bonagiri
  • Fonction : Auteur
Sujan Kumar Das
Camilo Verbel Marquez
  • Fonction : Auteur
Armando Rúa
  • Fonction : Auteur
Etienne Puyoo
Shimul Kanti Nath
David Albertini
  • Fonction : Auteur
Nicolas Baboux
  • Fonction : Auteur
Mutsunori Uenuma
Robert Glen Elliman
  • Fonction : Auteur
Sanjoy Kumar Nandi

Résumé

Neuromorphic nanoelectronic devices that can emulate the temperature-sensitive dynamics of biological neurons are of great interest for bio-inspired robotics and advanced applications such as in-silico neuroscience. In this work, we demonstrate the biomimetic thermosensitive properties of two-terminal V3O5 memristive devices and showcase their similarity to the firing characteristics of thermosensitive biological neurons. The temperature-dependent electrical characteristics of V3O5-based memristors are used to understand the spiking response of a simple relaxation oscillator. The temperature-dependent dynamics of these oscillators are then compared with those of biological neurons through numerical simulations of a conductance-based neuron model, the Morris-Lecar neuron model. Finally, we demonstrate a robust neuromorphic thermosensation system inspired by biological thermoreceptors for bio-inspired thermal perception and representation. These results not only demonstrate the biorealistic emulative potential of threshold-switching memristors but also establish V3O5 as a functional material for realizing solid-state neurons for neuromorphic computing and sensing applications.
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Dates et versions

hal-04835263 , version 1 (13-12-2024)

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Citer

Akhil Bonagiri, Sujan Kumar Das, Camilo Verbel Marquez, Armando Rúa, Etienne Puyoo, et al.. Biorealistic Neuronal Temperature-Sensitive Dynamics within Threshold Switching Memristors: Toward Neuromorphic Thermosensation. ACS Applied Materials & Interfaces, 2024, 16 (24), pp.31283-31293. ⟨10.1021/acsami.4c03803⟩. ⟨hal-04835263⟩
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