Literature DB >> 31725185

Environment-Adaptable Artificial Visual Perception Behaviors Using a Light-Adjustable Optoelectronic Neuromorphic Device Array.

Sung Min Kwon1, Sung Woon Cho1, Minho Kim2, Jae Sang Heo3, Yong-Hoon Kim2,4, Sung Kyu Park1.   

Abstract

Emulating the biological visual perception system typically requires a complex architecture including the integration of an artificial retina and optic nerves with various synaptic behaviors. However, self-adaptive synaptic behaviors, which are frequently translated into visual nerves to adjust environmental light intensities, have been one of the serious challenges for the artificial visual perception system. Here, an artificial optoelectronic neuromorphic device array to emulate the light-adaptable synaptic functions (photopic and scotopic adaptation) of the biological visual perception system is presented. By employing an artificial visual perception circuit including a metal chalcogenide photoreceptor transistor and a metal oxide synaptic transistor, the optoelectronic neuromorphic device successfully demonstrates diverse visual synaptic functions such as phototriggered short-term plasticity, long-term potentiation, and neural facilitation. More importantly, the environment-adaptable perception behaviors at various levels of the light illumination are well reproduced by adjusting load transistor in the circuit, exhibiting the acts of variable dynamic ranges of biological system. This development paves a new way to fabricate an environmental-adaptable artificial visual perception system with profound implications for the field of future neuromorphic electronics.
© 2019 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  artificial retinas; artificial vision systems; ionotronic synaptic transistors; light-adjustable neuromorphic circuits; photopic and scotopic adaptation

Mesh:

Year:  2019        PMID: 31725185     DOI: 10.1002/adma.201906433

Source DB:  PubMed          Journal:  Adv Mater        ISSN: 0935-9648            Impact factor:   30.849


  8 in total

1.  Artificial neuromorphic cognitive skins based on distributed biaxially stretchable elastomeric synaptic transistors.

Authors:  Hyunseok Shim; Seonmin Jang; Anish Thukral; Seongsik Jeong; Hyeseon Jo; Bin Kan; Shubham Patel; Guodan Wei; Wei Lan; Hae-Jin Kim; Cunjiang Yu
Journal:  Proc Natl Acad Sci U S A       Date:  2022-06-01       Impact factor: 12.779

2.  Run-off election-based decision method for the training and inference process in an artificial neural network.

Authors:  Jingon Jang; Seonghoon Jang; Sanghyeon Choi; Gunuk Wang
Journal:  Sci Rep       Date:  2021-01-13       Impact factor: 4.379

3.  Retina-Inspired Self-Powered Artificial Optoelectronic Synapses with Selective Detection in Organic Asymmetric Heterojunctions.

Authors:  Ziqian Hao; Hengyuan Wang; Sai Jiang; Jun Qian; Xin Xu; Yating Li; Mengjiao Pei; Bowen Zhang; Jianhang Guo; Huijuan Zhao; Jiaming Chen; Yunfang Tong; Jianpu Wang; Xinran Wang; Yi Shi; Yun Li
Journal:  Adv Sci (Weinh)       Date:  2022-01-12       Impact factor: 16.806

4.  Design of Functionally Stacked Channels of Oxide Thin-Film Transistors to Mimic Precise Ultralow-Light-Irradiated Synaptic Weight Modulation.

Authors:  Ji Sook Yang; Sung Hyeon Jung; Dong Su Kim; Ji Hoon Choi; Hee Won Suh; Hak Hyeon Lee; Kun Woong Lee; Hyung Koun Cho
Journal:  Micromachines (Basel)       Date:  2022-03-26       Impact factor: 3.523

5.  Artificial Visual System for Orientation Detection Based on Hubel-Wiesel Model.

Authors:  Bin Li; Yuki Todo; Zheng Tang
Journal:  Brain Sci       Date:  2022-04-01

Review 6.  Progress of Materials and Devices for Neuromorphic Vision Sensors.

Authors:  Sung Woon Cho; Chanho Jo; Yong-Hoon Kim; Sung Kyu Park
Journal:  Nanomicro Lett       Date:  2022-10-15

7.  An artificial sensory neuron with visual-haptic fusion.

Authors:  Changjin Wan; Pingqiang Cai; Xintong Guo; Ming Wang; Naoji Matsuhisa; Le Yang; Zhisheng Lv; Yifei Luo; Xian Jun Loh; Xiaodong Chen
Journal:  Nat Commun       Date:  2020-09-14       Impact factor: 14.919

8.  A Logic-Memory Transistor with the Integration of Visible Information Sensing-Memory-Processing.

Authors:  Xiang Hou; Chunsen Liu; Yi Ding; Lan Liu; Shuiyuan Wang; Peng Zhou
Journal:  Adv Sci (Weinh)       Date:  2020-09-21       Impact factor: 16.806

  8 in total

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