Avian eye-inspired tetrachromatic-bidirectional synaptic transistor for multi-spectral recognition
Abstract
The spectral recognition is key for efficient machine vision to obtain high imaging quality of color target objects. However, the bidirectional response within a single band of vision sensors is still challenging to in-site recognize color target objects from a multi-spectral context. Here, inspired by avian eyes, we propose a tetrachromatic-bidirectional synaptic transistor based on WOx/WSe2 heterojunctions with a ultraviolet (UV)-photoactive floating gate of CdS and realize the bio-avian vision with enhanced image and improved recognition under a multi-spectral background. The positive-synaptic responses are exhibited within the visible wavelength band while the negative response is for the UV wavelength band. Moreover, the bionic-kestrel vision behaviors are exhibited, such as the in-site enhanced color object images and the improved recognition accuracy from 58% to 93.1% due to the contribution of UV negative response. This work provides an effective neuromorphic vision to recognize the feature signatures from the multi-spectral contexts.
Article Details
Journal Info
Applied Physics Letters
American Institute of Physics
Authors (11)
Mengyao Zhang
Yurong Jiang
Yan Zhang
Leiming Yu
School of Physics, Henan Key Laboratory of Advanced Semiconductor & Functional Device Integration, Henan Normal University 1 , Xinxiang,
Suicai Zhang
School of Physics, Henan Key Laboratory of Advanced Semiconductor & Functional Device Integration, Henan Normal University 1 , Xinxiang,
Xueping Li
Xiaohui Song
Kang Liu
Ding Wang
Jianye Wang
Congxin Xia
School of Materials Science and Engineering, Henan Engineering Research Center for Flexible Composite and Intelligent Devices