Predicting enhancers with deep convolutional neural networks

被引：0
|
作者：
Xu Min
Wanwen Zeng
Shengquan Chen
Ning Chen
Ting Chen
Rui Jiang
机构：
[1] MOE Key Laboratory of Bioinformatics and Bioinformatics Division,Department of Computer Science and Technology, State Key Lab of Intelligent Technology and Systems
[2] TNLIST,Department of Automation
[3] Tsinghua University,Program in Computational Biology and Bioinformatics
[4] Tsinghua University,undefined
[5] University of Southern California,undefined
来源：
BMC Bioinformatics | / 18卷
关键词：
Deep Convolutional Neural Networks; Encyclopedia Of DNA Elements (ENCODE); Transfer Learning Strategy; Background Genomic Sequence; Batch Normalization Layer;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Elastography mapped by deep convolutional neural networks
    LIU DongXu
    KRUGGEL Frithjof
    SUN LiZhi
    [J]. Science China Technological Sciences, 2021, 64 (07) : 1567 - 1574
  • [42] Refining Architectures of Deep Convolutional Neural Networks
    Shankar, Sukrit
    Robertson, Duncan
    Ioannou, Yani
    Criminisi, Antonio
    Cipolla, Roberto
    [J]. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2016, : 2212 - 2220
  • [43] Very Deep Convolutional Neural Networks for LVCSR
    Bi, Mengxiao
    Qian, Yanmin
    Yu, Kai
    [J]. 16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5, 2015, : 3259 - 3263
  • [44] WEATHER CLASSIFICATION WITH DEEP CONVOLUTIONAL NEURAL NETWORKS
    Elhoseiny, Mohamed
    Huang, Sheng
    Elgammal, Ahmed
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 3349 - 3353
  • [45] Universal Consistency of Deep Convolutional Neural Networks
    Lin, Shao-Bo
    Wang, Kaidong
    Wang, Yao
    Zhou, Ding-Xuan
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2022, 68 (07) : 4610 - 4617
  • [46] Deep convolutional neural networks in the face of caricature
    Hill, Matthew Q.
    Parde, Connor J.
    Castillo, Carlos D.
    Colon, Y. Ivette
    Ranjan, Rajeev
    Chen, Jun-Cheng
    Blanz, Volker
    O'Toole, Alice J.
    [J]. NATURE MACHINE INTELLIGENCE, 2019, 1 (11) : 522 - 529
  • [47] Plankton Classification with Deep Convolutional Neural Networks
    Ouyang Py
    Hu Hong
    Shi Zhongzhi
    [J]. 2016 IEEE INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2016, : 132 - 136
  • [48] Survey on Deep Convolutional Neural Networks in Mammography
    Abdelhafiz, Dina
    Nabavi, Sheida
    Ammar, Reda
    Yang, Clifford
    [J]. 2017 IEEE 7TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES (ICCABS), 2017,
  • [49] xDNN: Inference for Deep Convolutional Neural Networks
    D'Alberto, Paolo
    Wu, Victor
    Ng, Aaron
    Nimaiyar, Rahul
    Delaye, Elliott
    Sirasao, Ashish
    [J]. ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, 2022, 15 (02)
  • [50] Malware Classification with Deep Convolutional Neural Networks
    Kalash, Mahmoud
    Rochan, Mrigank
    Mohammed, Noman
    Bruce, Neil D. B.
    Wang, Yang
    Iqbal, Farkhund
    [J]. 2018 9TH IFIP INTERNATIONAL CONFERENCE ON NEW TECHNOLOGIES, MOBILITY AND SECURITY (NTMS), 2018,
12345