Interpretation of convolutional neural networks reveals crucial sequence features involving in transcription during fiber development.

Liu, Shang; Cheng, Hailiang; Ashraf, Javaria; Zhang, Youping; Wang, Qiaolian; Lv, Limin; He, Man; Song, Guoli; Zuo, Dongyun

Liu, Shang; Cheng, Hailiang; Ashraf, Javaria; Zhang, Youping; Wang, Qiaolian; Lv, Limin; He, Man; Song, Guoli; Zuo, Dongyun.

Afiliação

Liu S; Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, China.
Cheng H; Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, 450001, China.
Ashraf J; Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, China.
Zhang Y; Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, 450001, China.
Wang Q; Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, China.
Lv L; Department of Plant Breeding and Genetics, University College of Agriculture and Environmental Sciences, The Islamia University of Bahawalpur, Punjab, 63100, Pakistan.
He M; Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, China.
Song G; Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, 450001, China.
Zuo D; Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, China.

BMC Bioinformatics ; 23(1): 91, 2022 Mar 15.

Article em En | MEDLINE | ID: mdl-35291940

Assuntos

Redes Neurais de Computação

Palavras-chave

Convolutional neural network; Cotton fiber; Model interpretation; Motif detection; Transcription

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação Tipo de estudo: Prognostic_studies Idioma: En Revista: BMC Bioinformatics Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google