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J-GLOBAL ID：202002280437580393   Reference number：20A1175368

Machine learning-guided channelrhodopsin engineering enables minimally invasive optogenetics

機械学習誘導チャンネルロドプシン工学は最小侵襲光遺伝学を可能にする【JST・京大機械翻訳】

Author (7)： Bedbrook Claire N. (Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Yang Kevin K. (Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Robinson J. Elliott (Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Mackey Elisha D. (Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Gradinaru Viviana (Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Arnold Frances H. (Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA) ,  Arnold Frances H. (Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA)
Material： Nature Methods  (Nat Method)
Volume： 16  Issue： 11  Page： 1176-1184  Publication year： 2019 
JST Material Number： W1413A  ISSN： 1548-7091  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Abstract: We engineered light-...

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Thesaurus term： photocurrent ,  electric current ,  nervous system ,  *heredity ,  excitation(physiology) ,  Mammalia ,  Gaussian process ,  opsin ,  statistical model ,  optical fiber ,  optical fiber cable ,  characterization ,  *machine learning
Semi thesaurus term： 光ゲート ,  *光遺伝学 , 【Automatic Indexing@JST】

JST classification (3)： Central nervous system  (EJ12030F) ,  Biophysical research methods  (EA03020V) ,  Microscopic methods of living organisms  (EA03050C)

Terms in the title (6)： 機械学習 ,  誘導 ,  チャンネルロドプシン ,  工学 ,  侵襲 ,  光遺伝学