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2020 – today
- 2024
[j7]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: 111644 (2024)- [j6]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): 1841-1853 (2024) - [c1]Lifan Long, Jiaqi Cui, Pinxian Zeng, Yilun Li, Yuanjun Liu, Yan Wang:
MuGI: Multi-Granularity Interactions of Heterogeneous Biomedical Data for Survival Prediction. MICCAI (5) 2024: 490-500 - 2023
- [j5]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): 6227-6236 (2023) - 2022
- [j4]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): 2250020:1-2250020:13 (2022) - [j3]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: 107656 (2022) - [j2]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: 109568 (2022) - [j1]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: 300-310 (2022)
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