Lifan Long

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Chaotic Time Series

Reservoir Computing

Top Venues

Knowl. Based Syst.

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Neural Syst.

Publications

Lifan Long, Chenggang Guo, Xin Xiong, Hong Peng, Jun Wang
A reservoir computing model based on nonlinear spiking neural P systems for time series forecasting. Appl. Soft Comput. 159 (2024)
Qian Liu, Hong Peng, Lifan Long, Jun Wang, Qian Yang, Mario J. Pérez-Jiménez, David Orellana-Martín
Nonlinear Spiking Neural Systems With Autapses for Predicting Chaotic Time Series. IEEE Trans. Cybern. 54 (3) (2024)
Qian Liu, Lifan Long, Hong Peng, Jun Wang, Qian Yang, Xiaoxiao Song, Agustín Riscos-Núñez, Mario J. Pérez-Jiménez
Gated Spiking Neural P Systems for Time Series Forecasting. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Qian Liu, Lifan Long, Qian Yang, Hong Peng, Jun Wang, Xiaohui Luo
LSTM-SNP: A long short-term memory model inspired from spiking neural P systems. Knowl. Based Syst. 235 (2022)
Lifan Long, Qian Liu, Hong Peng, Qian Yang, Xiaohui Luo, Jun Wang, Xiaoxiao Song
A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems. Int. J. Neural Syst. 32 (8) (2022)
Lifan Long, Rikong Lugu, Xin Xiong, Qian Liu, Hong Peng, Jun Wang, David Orellana-Martín, Mario J. Pérez-Jiménez
Echo spiking neural P systems. Knowl. Based Syst. 253 (2022)
Lifan Long, Qian Liu, Hong Peng, Jun Wang, Qian Yang
Multivariate time series forecasting method based on nonlinear spiking neural P systems and non-subsampled shearlet transform. Neural Networks 152 (2022)