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An Ultrasensitive Biomimetic Optic Afferent Nervous System with Circadian Learnability

Kaiyang Wang, Shuhui Ren, Yunfang Jia, Xiaobing Yan

发表年份
2024
引用次数
6
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摘要

The optic afferent nervous system (OANS) plays a significant role in generating vision and circadian behaviors based on light detection and signals from the endocrine system. However, the bionic simulation of this photochemically mediated behavior is still a challenge for neuromorphic devices. Herein, stimuli of neurotransmitters at ultralow concentrations and illumination are coupled to artificial synapses with the aid of biofunctionalized heterojunction and tunneling to successfully simulate a circadian neural response. Furthermore, the mechanisms underlying the photosensitive synaptic current in response to stimuli are described. Interestingly, this OANS is demonstrated to be capable of mimicking normal and abnormal circadian learnability by combining the measured synaptic current with a three-layer spike neural network. Strong theoretical and experimental evidence, as well as applications, are provided for the proposed biomimetic OANS to demonstrate that it can reproduce biological circadian behavior, thus establishing it as a promising candidate for future neuromorphic intelligent robots.

关键词

Neuromorphic engineeringCircadian rhythmNeuroscienceSynapseNervous systemLearnabilityComputer scienceBiologyArtificial neural networkArtificial intelligence

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