Financial Time Series Forecasting with the Deep Learning Ensemble Model

Kaijian He, Qian Yang, Lei Ji, +2

Mathematics

Forecasting MethodologyConvolutional Neural NetworkEngineeringMachine LearningEnsemble Framework +14

LSTM-SNP: A long short-term memory model inspired from spiking neural P systems

Qian Liu, Lifan Long, Qian Yang, +3

Knowledge-Based Systems

Synaptic PlasticityCognitive ScienceStorage (Memory)Memory SystemNeurodynamics +8

A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements

Zhi Zhong, Alexander Y. Sun, Qian Yang, +1

Journal of Hydrology

Geochemical AnomalyAnomaly DetectionMachine LearningData ScienceGeological Carbon Sequestration +9

Sentiment classification using bidirectional LSTM-SNP model and attention mechanism

Yanping Huang, Qian Liu, Hong Peng, +3

Expert Systems with Applications

Natural Language ProcessingEngineeringComputational LinguisticsLinguisticsAffective Computing +7

Edge Detection Method Based on Nonlinear Spiking Neural Systems

Ronghao Xian, Rikong Lugu, Hong Peng, +3

International Journal of Neural Systems

Image AnalysisEngineeringComputational NeuroscienceEdge Detection FrameworkComputer Engineering +12

A Field-Tested Harvesting Robot for Oyster Mushroom in Greenhouse

Jiacheng Rong, Pengbo Wang, Qian Yang, +1

Agronomy

Machine VisionImage AnalysisEngineeringAutonomous HarvestingHarvesting Robot +12

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

Yanping Huang, Hong Peng, Qian Liu, +4

Neural Networks

Natural Language ProcessingCognitive ScienceEngineeringComputational NeuroscienceNeurolinguistics +10

Mechanical Energy Harvesting From Road Pavements Under Vehicular Load Using Embedded Piezoelectric Elements

Yi-Sheng Chen, He Zhang, Yangyang Zhang, +4

Journal of Applied Mechanics

Energy-efficient TransportationHighway PavementHybrid MethodsEnergy HarvestingEngineering +13

Multi-focus image fusion approach based on CNP systems in NSCT domain

Hong Peng, Bo Li, Qian Yang, +1

Computer Vision and Image Understanding

Image AnalysisMachine VisionMedical ImagingCnp SystemsEngineering +7

Nonlinear Spiking Neural Systems With Autapses for Predicting Chaotic Time Series

Qian Liu, Hong Peng, Lifan Long, +4

IEEE Transactions on Cybernetics

EngineeringMachine LearningHigh-dimensional ChaosRecurrent Neural NetworkSocial Sciences +15