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通过具有双栅极的光响应单晶体管模拟视网膜神经元功能。

Mimicking the retinal neuron functions by a photoresponsive single transistor with a double gate.

机构信息

School of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China.

School of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China; Affiliated Hospital of Qingdao University, Qingdao, China.

出版信息

Biophys J. 2024 Jul 2;123(13):1804-1814. doi: 10.1016/j.bpj.2024.05.023. Epub 2024 May 23.

Abstract

To realize a low-cost neuromorphic visual system, employing an artificial neuron capable of mimicking the retinal neuron functions is essential. A photoresponsive single transistor neuron composed of a vertical silicon nanowire is proposed. Similar to retinal neurons, various photoresponsive characteristics of the single transistor neuron can be modulated by light intensity as well as wavelength and have a high responsivity to green light like the human eye. The device is designed with a cylindrical surrounding double-gate structure, enclosed by an independently controlled outer gate and inner gate. The outer gate has the function of selectively inhibiting neuron activity, which can mimic lateral inhibition of amacrine cells to ganglion cells, and the inner gate can be utilized for the adjustment of the firing threshold voltage, which can be used to mimic the regulation of photoresponsivity by horizontal cells for adaptive visual perception. Furthermore, a myelination function that controls the speed of information transmission is obtained according to the inherent asymmetric source/drain structure of a vertical silicon nanowire. This work can enable photoresponsive neuronal function using only a single transistor, providing a promising hardware implementation for building miniaturized neuromorphic vision systems at low cost.

摘要

为了实现低成本的神经形态视觉系统,采用能够模拟视网膜神经元功能的人工神经元是至关重要的。本文提出了一种由垂直硅纳米线组成的光响应单晶体管神经元。与视网膜神经元类似,单晶体管神经元的各种光响应特性可以通过光强度以及波长进行调制,并且对绿光具有与人眼相似的高响应性。该器件采用圆柱形环绕双栅结构设计,由独立控制的外栅和内栅包围。外栅具有选择性抑制神经元活动的功能,可模拟无长突细胞对节细胞的侧抑制,内栅可用于调节触发阈值电压,可用于模拟水平细胞对光响应性的调节,以实现自适应视觉感知。此外,根据垂直硅纳米线固有的不对称源/漏结构,获得了控制信息传输速度的髓鞘化功能。这项工作仅使用单个晶体管即可实现光响应神经元功能,为构建低成本、小型化的神经形态视觉系统提供了有前景的硬件实现方案。

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