School of Microelectronics, Xi'an Jiaotong University, Xi'an 710049, P.R. China.
The Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong 999077, P.R. China.
ACS Appl Mater Interfaces. 2024 Oct 23;16(42):57404-57411. doi: 10.1021/acsami.4c12874. Epub 2024 Oct 9.
The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405-808 nm) with good endurance (>7 × 10) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. Each AON consists of a single Mott memristor connected in series with a neuro-transistor that is a multiple-input floating-gate MOS transistor. Simulation results demonstrate that the all-spike electronic retina can successfully segment images with high Shannon entropy, thus laying the foundation for the development of a spike-based neuromorphic vision system.
利用尖峰作为信息载体的神经形态视觉系统对于尖峰神经网络的形成至关重要。在这里,我们提出了一种受生物启发的柔性人工尖峰光感受器(ASP),它是通过使用单个 VO Mott 忆阻器来实现的,该忆阻器可以同时将刺激光感测并编码为尖峰。ASP 具有高尖峰编码光灵敏度和超宽光感测范围(405-808nm),具有良好的耐久性(>7×10)和高柔韧性(弯曲半径约 5mm)。然后,我们提出了一种全尖峰电子视网膜架构,它由一层 ASP 和一层人工视神经(AON)组成,用于处理尖峰信息。每个 AON 由一个串联的单个 Mott 忆阻器和一个神经晶体管组成,神经晶体管是一个具有多个输入浮栅 MOS 晶体管的器件。仿真结果表明,全尖峰电子视网膜可以成功地对具有高香农熵的图像进行分割,从而为基于尖峰的神经形态视觉系统的发展奠定了基础。