A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems. - Lifan Long; Qian Liu 034; Hong Peng 001; Qian Yang 002; Xiaohui Luo; Jun Wang 013; Xiaoxiao Song (Int. J. Neural Syst., 2022)

LSTM-SNP: A long short-term memory model inspired from spiking neural P systems. - Qian Liu 034; Lifan Long; Qian Yang 002; Hong Peng 001; Jun Wang 013; Xiaohui Luo (Knowl. Based Syst., 2022)

Echo spiking neural P systems. - Lifan Long; Rikong Lugu; Xin Xiong; Qian Liu 034; Hong Peng 001; Jun Wang 013; David Orellana-Martín; Mario J. Pérez-Jiménez (Knowl. Based Syst., 2022)

Multivariate time series forecasting method based on nonlinear spiking neural P systems and non-subsampled shearlet transform. - Lifan Long; Qian Liu 034; Hong Peng 001; Jun Wang 013; Qian Yang 002 (Neural Networks, 2022)

Attention-enabled gated spiking neural P model for aspect-level sentiment classification. - Yanping Huang; Hong Peng 001; Qian Liu 034; Qian Yang 002; Jun Wang 013; David Orellana-Martín; Mario J. Pérez-Jiménez (Neural Networks, 2023)

Sentiment classification using bidirectional LSTM-SNP model and attention mechanism. - Yanping Huang; Qian Liu 034; Hong Peng 001; Jun Wang 013; Qian Yang 002; David Orellana-Martín (Expert Syst. Appl., 2023)

An Attention-Aware Long Short-Term Memory-Like Spiking Neural Model for Sentiment Analysis. - Qian Liu 034; Yanping Huang; Qian Yang 002; Hong Peng 001; Jun Wang 013 (Int. J. Neural Syst., 2023)

Gated Spiking Neural P Systems for Time Series Forecasting. - Qian Liu 034; Lifan Long; Hong Peng 001; Jun Wang 013; Qian Yang 002; Xiaoxiao Song; Agustín Riscos-Núñez; Mario J. Pérez-Jiménez (IEEE Trans. Neural Networks Learn. Syst., 2023)

Sentence-level sentiment classification based on multi-attention bidirectional gated spiking neural P systems. - Yanping Huang; Xinzhu Bai; Qian Liu 034; Hong Peng 001; Qian Yang 002; Jun Wang 013 (Appl. Soft Comput., 2024)

Nonlinear Spiking Neural Systems With Autapses for Predicting Chaotic Time Series. - Qian Liu 034; Hong Peng 001; Lifan Long; Jun Wang 013; Qian Yang 002; Mario J. Pérez-Jiménez; David Orellana-Martín (IEEE Trans. Cybern., 2024)

Resource Allocation for Dynamic Platoon Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Method. - Lei Wang 223; Hongbin Liang; Guotao Mao; Dongmei Zhao; Qian Liu 034; Yiting Yao; Han Zhang (IEEE Trans. Veh. Technol., 2024)