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Neuromorphic System for Edge Information Encoding: Emulating Retinal Center-Surround Antagonism by Li-Ion-Mediated Highly Interactive Devices.
Wan, Xiang; Tsuruoka, Tohru; Terabe, Kazuya.
Afiliação
  • Wan X; International Center for Materials Nanoarchitectonics, National Institute for Materials Science, Tsukuba 305-0044, Japan.
  • Tsuruoka T; International Center for Materials Nanoarchitectonics, National Institute for Materials Science, Tsukuba 305-0044, Japan.
  • Terabe K; International Center for Materials Nanoarchitectonics, National Institute for Materials Science, Tsukuba 305-0044, Japan.
Nano Lett ; 21(19): 7938-7945, 2021 10 13.
Article em En | MEDLINE | ID: mdl-34516142
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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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Retina / Lítio Idioma: En Revista: Nano Lett Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Japão País de publicação: Estados Unidos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Retina / Lítio Idioma: En Revista: Nano Lett Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Japão País de publicação: Estados Unidos