神经形态工程学
记忆电阻器
材料科学
生物系统
计算机科学
代表(政治)
人工智能
纳米技术
人工神经网络
电子工程
生物
工程类
政治
法学
政治学
作者
Akhil Bonagiri,Sujan Kumar Das,Camilo Verbel Marquez,Armando Rúa,Etienne Puyoo,Shimul Kanti Nath,David F. Albertini,Nicolas Baboux,Mutsunori Uenuma,R. G. Elliman,Sanjoy Kumar Nandi
标识
DOI:10.1021/acsami.4c03803
摘要
Neuromorphic nanoelectronic devices that can emulate the temperature-sensitive dynamics of biological neurons are of great interest for bioinspired 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 bioinspired 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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