Journal papers

S. Zheng, Z. Li, K. Fujiwara, & G. Tanaka. IEEE Transactions on Network Science and Engineering, in press.

Z. Li, Y. Liu, & G. Tanaka, (2023). Multi-Reservoir Echo State Networks with Hodrick–Prescott Filter for nonlinear time-series prediction. Applied Soft Computing, 110021.

Z. Li and G. Tanaka. "Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction." Neurocomputing 467 (2022): 115-129.

Z. Li, X. Cai, Y. Liu, and B. Zhu. "A novel gaussian–bernoulli based convolutional deep belief networks for image feature extraction." Neural Processing Letters 49, no. 1 (2019): 305-319.

Z. Li, R. S. Fong, K. Fujiwara, K. Aihara, and G. Tanaka. "Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization." In 2025 International Joint Conference on Neural Networks (IJCNN), accepted.

Z. Li, K. Fujiwara, and G. Tanaka. "Designing network topologies of multiple reservoir echo state networks: A genetic algorithm based approach." In 2024 International Joint Conference on Neural Networks (IJCNN) (pp. 1-9). IEEE.

Z. Li, K.Fujiwara, and G. Tanaka. "Dynamical graph echo state networks with snapshot merging for spreading process classification." In International Conference on Neural Information Processing (pp. 523-534). Singapore, 2023.

Z. Li, K. Fujiwara, and G. Tanaka. "An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data." In International Conference on Artificial Neural Networks (pp. 13-25). Springer, Cham, 2023.

Z. Li and G. Tanaka. "A Multi-Reservoir Echo State Network with Multiple Size Input Time Slices for Nonlinear Time Series Prediction." In International Conference on Neural Information Processing (pp. 28-39). Springer, Cham, 2021.

Z. Li and G. 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.

Z. Li and G. 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.

Z. Li, X. Cai, and T. Liang. "Gaussian-Bernoulli Based Convolutional Restricted Boltzmann Machine for Images Feature Extraction." In International Conference on Neural Information Processing, pp. 593-602. Springer, Cham, 2016.