David Orellana-Martín

Sentiment classification using bidirectional LSTM-SNP model and attention mechanism

Yanping Huang, Qian Liu, Hong Peng et al. · Expert Systems with Applications · 2023 · 73 citations

Natural Language Processing, Engineering, Computational Linguistics +9

Cell-like P systems with evolutional symport/antiport rules and membrane creation

Bosheng Song, Kenli Li, David Orellana-Martín et al. · Information and Computation · 2020 · 60 citations

Pattern Formation, Membrane Creation, Membrane Transport +9

Attention-enabled gated spiking neural P model for aspect-level sentiment classification

Yanping Huang, Hong Peng, Qian Liu et al. · Neural Networks · 2022 · 59 citations

Natural Language Processing, Cognitive Science, Engineering +12

Nonlinear Spiking Neural Systems With Autapses for Predicting Chaotic Time Series

Qian Liu, Hong Peng, Lifan Long et al. · IEEE Transactions on Cybernetics · 2023 · 53 citations

Engineering, Machine Learning, High-dimensional Chaos +17

Echo spiking neural P systems

Lifan Long, Rikong Lugu, Xin Xiong et al. · Knowledge-Based Systems · 2022 · 46 citations

Neurodynamics, Computational Neuroscience, Neurolinguistics +6