journal article·2022-12

A Bioinspired Retinomorphic Device for Spontaneous Chromatic Adaptation

Yinlong Tan, Hao Hao, Yabo Chen, Yan Kang, Tao Xu, Cheng Li, Xiangnan Xie, Tian Jiang

Advanced Materials· Volume 34· Issue 51
Publisher page

Abstract

Abstract Chromatic adaptation refers to the sensing and preprocessing of the spectral composition of incident light on the retina, and it is important for color‐image recognition. It is challenging to apply sensing, memory, and processing functions to color images via the same physical process using the complementary metal–oxide–semiconductor technology because of redundant data detection, complicated signal conversion processes, and the requirement for additional memory modules. Inspired by the highly efficient chromatic adaptation of the human retina, a 2D oxygen‐mediated platinum diselenide (PtSe2) device is presented to simultaneously apply sensing, memory, and processing functions to color images. The device exhibits a wavelength‐dependent bipolar photoresponse and the linear pulse‐number dependence of photoconductivity, which is dominated by the photon‐mediated physical adsorption and desorption of oxygen molecules on bilayer PtSe2. The proposed retinomorphic device shows superior image classification accuracy (over 90%) compared to an independent pseudocolor channel (less than 75%). Hence, it is promising for developing artificial vision perception systems with reduced architectural complexity.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Gas Sensing Nanomaterials and Sensors · Transition Metal Oxide Nanomaterials

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Advanced Interdisciplinary Studies National University of Defense Technology Changsha 410073 P. R. China

Institute for Quantum Science and Technology College of Science National University of Defense Technology 410073 Changsha P. R. China

College of Computer Science and Technology National University of Defense Technology Changsha 410073 P. R. China

Funding

National Natural Science Foundation of China · National University of Defense Technology · National Key Research and Development Program of China

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