Financial time series prediction using a dendritic neuron model

Tianle Zhou, Shangce Gao, Jiahai Wang, +3

Knowledge-Based Systems

Dendritic Neuron ModelComputational NeuroscienceNeuroscienceForecastingFinancial Engineering +4

Unsupervised learnable neuron model with nonlinear interaction on dendrites

Yuki Todo, Hiroki Tamura, Kazuya Yamashita, +1

Neural Networks

Computational NeuroscienceNonlinear InteractionNeuronal NetworkNeuroscienceBrain-like Computing +2

Global optimum-based search differential evolution

Yang Yu, Shangce Gao, Yirui Wang, +1

IEEE/CAA Journal of Automatica Sinica

Differential EvolutionComputational ScienceEvolution StrategyEngineeringSearch Strategy +7

An approximate logic neuron model with a dendritic structure

Junkai Ji, Shangce Gao, Jiujun Cheng, +2

Neurocomputing

Computational NeuroscienceNeuronal NetworkNeuroscienceBrain-like ComputingDendritic Structure +2

Fully Complex-Valued Dendritic Neuron Model

Shangce Gao, MengChu Zhou, Ziqian Wang, +4

IEEE Transactions on Neural Networks and Learning Systems

Recurrent Neural NetworkDendritic SpinesMachine LearningSingle Neuron ArchitecturesEngineering +13

Self-Adaptive Gravitational Search Algorithm With a Modified Chaotic Local Search

Junkai Ji, Shangce Gao, Shuaiqun Wang, +3

IEEE Access

Large-scale Global OptimizationMemetic AlgorithmLocal SearchGravitational Search AlgorithmEngineering +10

Incorporation of Solvent Effect into Multi-Objective Evolutionary Algorithm for Improved Protein Structure Prediction

Shangce Gao, Shuangbao Song, Jiujun Cheng, +2

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Multi-objective Evolutionary AlgorithmBiomolecular Structure PredictionMolecular BiologySolvent EffectEvolutionary Algorithms +17

Neurons with Multiplicative Interactions of Nonlinear Synapses

Yuki Todo, Zheng Tang, Hiroyoshi Todo, +2

International Journal of Neural Systems

A Pruning Neural Network Model in Credit Classification Analysis

Yajiao Tang, Junkai Ji, Shangce Gao, +3

Computational Intelligence and Neuroscience

EngineeringMachine LearningDendritic TreeRecurrent Neural NetworkCredit Score +18

An artificial bee colony algorithm search guided by scale-free networks

Junkai Ji, Shuangbao Song, Cheng Tang, +3

Information Sciences

Network ScienceEngineeringFirefly AlgorithmIntelligent OptimizationComputer Engineering +8