Search Results - "Deep sparse autoencoder network"

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    Softmax regression based deep sparse autoencoder network for facial emotion recognition in human-robot interaction by Chen, Luefeng, Zhou, Mengtian, Su, Wanjuan, Wu, Min, She, Jinhua, Hirota, Kaoru

    ISSN: 0020-0255, 1872-6291
    Published: Elsevier Inc 01.02.2018
    Published in Information sciences (01.02.2018)
    “… However, DNN suffers from problems of learning efficiency and computational complexity. To address these problems, deep sparse autoencoder network (DSAN…”
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    Journal Article
  2. 2

    Deep Sparse Autoencoder and Recursive Neural Network for EEG Emotion Recognition by Li, Qi, Liu, Yunqing, Shang, Yujie, Zhang, Qiong, Yan, Fei

    ISSN: 1099-4300, 1099-4300
    Published: Basel MDPI AG 25.08.2022
    Published in Entropy (Basel, Switzerland) (25.08.2022)
    “… To address the above issues, a novel model is presented in this paper. Initially, a deep sparse autoencoder network (DSAE…”
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    Journal Article
  3. 3

    Network Intrusion Detection System Using Deep Learning Method with KDD Cup'99 Dataset by Tanimu, Jesse Jeremiah, Hamada, Mohamed, Robert, Patience, Mahendran, Anand

    ISSN: 2771-3075
    Published: IEEE 01.12.2022
    “…This work is a deep sparse autoencoder network intrusion detection system which addresses the issue of interpretability of L2 regularization technique used in other works…”
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    Conference Proceeding