神经形态工程学
计算机科学
感受野
GSM演进的增强数据速率
视网膜
人工智能
人工神经网络
材料科学
光电子学
光学
计算机视觉
物理
作者
Xiang Wan,Tohru Tsuruoka,Kazuya Terabe
出处
期刊:Nano Letters
[American Chemical Society]
日期:2021-09-13
卷期号:21 (19): 7938-7945
被引量:22
标识
DOI:10.1021/acs.nanolett.1c01990
摘要
Center-surround antagonism, a key mechanism in the retina, contributes to the encoding of edge contrast rather than of the overall information on a visual image. Here, a neuromorphic system consisting of multiple ionic devices is built, where each device has a lithium cobalt oxide channel arranged on a common lithium phosphorus oxynitride electrolyte. Because of the migration of Li ions between the channels through the electrolyte, the devices are highly interactive, as is seen with retinal neurons. On the basis of the excitation of single devices and device-to-device inhibition, the system successfully emulates the antagonistic center-surround receptive field and the Mach band effect in which perceived contrast is enhanced at the edges between dark and bright regions. Furthermore, a two-dimensional array system is simulated to implement edge detection for real images. This scheme enables computer vision tasks with simple and effective operations, owing to the intrinsic properties of the materials employed.
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