1. Multifunctional human visual pathway-replicated hardware based on 2D materials.
- Author
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Peng, Zhuiri, Tong, Lei, Shi, Wenhao, Xu, Langlang, Huang, Xinyu, Li, Zheng, Yu, Xiangxiang, Meng, Xiaohan, He, Xiao, Lv, Shengjie, Yang, Gaochen, Hao, Hao, Jiang, Tian, Miao, Xiangshui, and Ye, Lei
- Subjects
RECOGNITION (Psychology) ,VISUAL pathways ,VISUAL cortex ,ARTIFICIAL vision ,NEURAL circuitry - Abstract
Artificial visual system empowered by 2D materials-based hardware simulates the functionalities of the human visual system, leading the forefront of artificial intelligence vision. However, retina-mimicked hardware that has not yet fully emulated the neural circuits of visual pathways is restricted from realizing more complex and special functions. In this work, we proposed a human visual pathway-replicated hardware that consists of crossbar arrays with split floating gate 2D tungsten diselenide (WSe
2 ) unit devices that simulate the retina and visual cortex, and related connective peripheral circuits that replicate connectomics between the retina and visual cortex. This hardware experimentally displays advanced multi-functions of red–green color-blindness processing, low-power shape recognition, and self-driven motion tracking, promoting the development of machine vision, driverless technology, brain–computer interfaces, and intelligent robotics. Realizing complex functions in artificial visual systems is challenging. Here, the authors report a human visual pathway-replicated hardware with a split floating gate crossbar arrays and related peripheral circuits, achieving colour-blindness processing, shape recognition, and self-driven motion tracking. [ABSTRACT FROM AUTHOR]- Published
- 2024
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