Native drift and Mott nanochannel in layered V2O5 film for synaptic and nociceptive simulation

نویسندگان

چکیده

The integration and cooperation of nociceptors, neurons synapses in the biological nervous system empower humans to efficiently perceive process noxious information for avoiding dangers. Inspired by systems, current artificial demonstrations include electrolyte-gate transistors, electrochemical metallization resistive switching devices halide perovskite-based memristors. However, these suffer from difficulties instability issues. Herein, we introduce a complementary metal oxide semiconductor (CMOS)-compatible simple stable Pt/V2O5/Pt sandwich structure carefully construct modulate suboxide V2O5−x Mott VO2 nanochannels layered V2O5 matrix simulate brain-like processing pain perception functions, respectively. Simulation results demonstrate that recognition accuracy handwritten digits reaches 80% after only 5 training epochs 89% 52 convolutional neural network based on nanochannel synaptic device. nociceptor with all key characteristics is perfectly imitated threshold Especially, an ultralow level 0.4 V sub-millisecond incubation time are observed simulation, which could be needed special injury situations. proposed drift one device hold tremendous potential as nociceptive emulators intelligence systems.

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ژورنال

عنوان ژورنال: Science China. Materials

سال: 2022

ISSN: ['2095-8226', '2199-4501']

DOI: https://doi.org/10.1007/s40843-022-2165-8