Achievement

  • Conference paper

Li, Ziqiang, and Gouhei Tanaka. “Deep Echo State Networks with Multi-Span Features for Nonlinear Time Series Prediction.” In 2020 International Joint Conference on Neural Networks (IJCNN), pp. 1-9. IEEE, 2020.

Li, Ziqiang, and Gouhei Tanaka. “HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction.” In 2020 International Joint Conference on Neural Networks (IJCNN), pp. 1-9. IEEE, 2020.

Li, Ziqiang, Xun Cai, and Ti Liang. “Gaussian-Bernoulli Based Convolutional Restricted Boltzmann Machine for Images Feature Extraction.” International Conference on Neural Information Processing. Springer, Cham, 2016.


  • Journal paper

Li, Ziqiang, et al. “A Novel Gaussian–Bernoulli Based Convolutional Deep Belief Networks for Image Feature Extraction.” Neural Processing Letters 49.1 (2019): 305-319.