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An Enhanced Training Algorithm for Multilayer Neural Networks Based on Reference Output of Hidden Layer

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  1. Article

    Intelligent computing and applications (LSMS and ICSEE 2010)

    Kang Li, Haibo He, Qun Niu in Neural Computing and Applications (2012)

  2. Article

    RETRACTED ARTICLE: A hierarchical learning architecture with multiple-goal representations and multiple timescale based on approximate dynamic programming

    Bo Liu, Shuai Li, Yuesheng Lou, Sanfeng Chen in Neural Computing and Applications (2013)

  3. Article

    Erratum to: Recognition of driving postures by combined features and random subspace ensemble of multilayer perceptron classifiers

    C. H. Zhao, B. L. Zhang, X. Z. Zhang, S. Q. Zhao in Neural Computing and Applications (2013)

  4. Article

    Special issue on ICONIP 2012

    Zhigang Zeng, Tingwen Huang, Chuandong Li, He Huang in Neural Computing and Applications (2014)

  5. Article

    Open Access

    Impulsive control for synchronizing delayed discrete complex networks with switching topology

    In this paper, global exponential synchronization of a class of discrete delayed complex networks with switching topology has been investigated by using Lyapunov-Ruzimiki method. The impulsive scheme is design...

    Chaojie Li, David Y. Gao, Chao Liu, Guo Chen in Neural Computing and Applications (2014)

  6. Article

    Erratum to: Incorporating mutation scheme into krill herd algorithm for global numerical optimization

    Gaige Wang, Lihong Guo, Heqi Wang, Hong Duan, Luo Liu in Neural Computing and Applications (2014)

  7. Article

    Open Access

    An improved SOM algorithm and its application to color feature extraction

    Reducing the redundancy of dominant color features in an image and meanwhile preserving the diversity and quality of extracted colors is of importance in many applications such as image analysis and compressio...

    Li-** Chen, Yi-Guang Liu, Zeng-** Huang in Neural Computing and Applications (2014)

  8. Article

    Erratum to: Real-time transient stability status prediction using cost-sensitive extreme learning machine

    Zhen Chen, **anyong **ao, Changsong Li, Yin Zhang in Neural Computing and Applications (2016)

  9. Article

    Open Access

    Structural reliability calculation method based on the dual neural network and direct integration method

    Structural reliability analysis under uncertainty is paid wide attention by engineers and scholars due to reflecting the structural characteristics and the bearing actual situation. The direct integration meth...

    Haibin Li, Yun He, **aobo Nie in Neural Computing and Applications (2018)

  10. Article

    Open Access

    A P2P Botnet detection scheme based on decision tree and adaptive multilayer neural networks

    In recent years, Botnets have been adopted as a popular method to carry and spread many malicious codes on the Internet. These malicious codes pave the way to execute many fraudulent activities including spam...

    Mohammad Alauthaman, Nauman Aslam, Li Zhang in Neural Computing and Applications (2018)

  11. Article

    Open Access

    RETRACTED ARTICLE: Using hardware counter-based performance model to diagnose scaling issues of HPC applications

    Performance diagnosing for HPC applications can be extremely difficult due to their complicated performance behaviors. One hand, developers used to identify the potential performance bottlenecks by conducting ...

    Nan Ding, Shiming Xu, Zhenya Song, Baoquan Zhang in Neural Computing and Applications (2019)

  12. Article

    Open Access

    Bioacoustic detection with wavelet-conditioned convolutional neural networks

    Many real-world time series analysis problems are characterized by low signal-to-noise ratios and compounded by scarce data. Solutions to these types of problems often rely on handcrafted features extracted in...

    Ivan Kiskin, Davide Zilli, Yunpeng Li, Marianne Sinka in Neural Computing and Applications (2020)

  13. Article

    Cognitive computing for intelligent application and service

    Yin Zhang, Haider Abbas, Yujie Li in Neural Computing and Applications (2020)

  14. Article

    RETRACTED ARTICLE: Analysis of complex cognitive task and pattern recognition using distributed patterns of EEG signals with cognitive functions

    Jianyu Zhao, Ke Li, ** **, Shanshan Wang in Neural Computing and Applications (2020)

  15. Article

    Identifying epidemic spreading dynamics of COVID-19 by pseudocoevolutionary simulated annealing optimizers

    At the end of 2019, a new coronavirus (COVID-19) epidemic has triggered global public health concern. Here, a model integrating the daily intercity migration network, which constructed from real-world migratio...

    Choujun Zhan, Yufan Zheng, Zhikang Lai, Tianyong Hao in Neural Computing and Applications (2021)

  16. Article

    Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

    Speech diagnosis of Parkinson’s disease (PD) as a non-invasive and simple diagnosis method is particularly worth exploring. However, the number of samples of speech-based PD is relatively small, and there exis...

    Yongming Li, **nyue Zhang, Pin Wang, **aoheng Zhang in Neural Computing and Applications (2021)

  17. Article

    Automatic lumbar spinal MRI image segmentation with a multi-scale attention network

    Lumbar spinal stenosis (LSS) is a lumbar disease with a high incidence in recent years. Accurate segmentation of the vertebral body, lamina and dural sac is a key step in the diagnosis of LSS. This study prese...

    Haixing Li, Haibo Luo, Wang Huan, Zelin Shi in Neural Computing and Applications (2021)

  18. Article

    Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network

    Vehicle drivers driving cars under the situation of drowsiness can cause serious traffic accidents. In this paper, a vehicle driver drowsiness detection method using wearable electroencephalographic (EEG) base...

    Miankuan Zhu, Jiangfan Chen, Haobo Li, Fujian Liang in Neural Computing and Applications (2021)

  19. Article

    Open Access

    Emotionally charged text classification with deep learning and sentiment semantic

    Text classification is one of the widely used phenomena in different natural language processing tasks. State-of-the-art text classifiers use the vector space model for extracting features. Recent progress in ...

    Jeow Li Huan, Arif Ahmed Sekh, Chai Quek in Neural Computing and Applications (2022)

  20. Article

    MEDAS: an open-source platform as a service to help break the walls between medicine and informatics

    In the past decade, deep learning (DL) has achieved unprecedented success in numerous fields, such as computer vision and healthcare. Particularly, DL is experiencing an increasing development in advanced medi...

    Liang Zhang, Johann Li, ** Li, **aoyuan Lu in Neural Computing and Applications (2022)

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