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Multi-scale deep echo state network for time series prediction

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  1. Article

    Retraction Note: A streak detection approach for comprehensive two-dimensional gas chromatography based on image analysis

    Bo Li, Stephen E. Reichenbach, Qing** Tao in Neural Computing and Applications (2024)

  2. Article

    Open Access

    A new unsupervised pseudo-siamese network with two filling strategies for image denoising and quality enhancement

    Digital image noise may be introduced during acquisition, transmission, or processing and affects readability and image processing effectiveness. The accuracy of established image processing techniques, such a...

    Chenxi Huang, Dan Hong, Chenhui Yang, Chunting Cai in Neural Computing and Applications (2023)

  3. Article

    Correction to: TMHSCA: a novel hybrid two-stage mutation with a sine cosine algorithm for discounted {0-1} knapsack problems

    Yan Kang, Haining Wang, Bin Pu, Jiansong Liu in Neural Computing and Applications (2023)

  4. Article

    Open Access

    Neuromorphic processor-oriented hybrid Q-format multiplication with adaptive quantization for tiny YOLO3

    Deep neural networks (DNNs) have delivered unprecedented achievements in the modern Internet of Everything society, encompassing autonomous driving, expert diagnosis, unmanned supermarkets, etc. It continues t...

    Tao Li, Yitao Ma, Tetsuo Endoh in Neural Computing and Applications (2023)

  5. Article

    Interpretable tourism volume forecasting with multivariate time series under the impact of COVID-19

    This study proposes a novel interpretable framework to forecast the daily tourism volume of Jiuzhaigou Valley, Huangshan Mountain, and Siguniang Mountain in China under the impact of COVID-19 by using multivar...

    Binrong Wu, Lin Wang, Rui Tao, Yu-Rong Zeng in Neural Computing and Applications (2023)

  6. Article

    DCU-Net: a dual-channel U-shaped network for image splicing forgery detection

    The detection and location of image splicing forgery are a challenging task in the field of image forensics. It is to study whether an image contains a suspicious tampered area pasted from another image. In th...

    Hongwei Ding, Leiyang Chen, Qi Tao, Zhongwang Fu in Neural Computing and Applications (2023)

  7. Article

    Open Access

    Multi-view dual attention network for 3D object recognition

    The existing view-based 3D object classification and recognition methods ignore the inherent hierarchical correlation and distinguishability of views, making it difficult to further improve the classification ...

    Wenju Wang, Yu Cai, Tao Wang in Neural Computing and Applications (2022)

  8. 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)