Ausgabe 2/2019
Inhalt (52 Artikel)
Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions
Tao Dong, Jiaqi Bai, Lei Yang
An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation
Lai Wei, Yan Zhang, Jun Yin, Rigui Zhou, Changming Zhu, Xiafeng Zhang
Synchronization for Nonlinear Complex Spatio-Temporal Networks with Multiple Time-Invariant Delays and Multiple Time-Varying Delays
Chengdong Yang, Tingwen Huang, Kejia Yi, Ancai Zhang, Xiangyong Chen, Zhenxing Li, Jianlong Qiu, Fuad E. Alsaadi
New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties
Mai Viet Thuan, Dinh Cong Huong, Duong Thi Hong
Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints
Cong Hu, Xiao-Jun Wu, Zhen-Qiu Shu
Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control
Jingfeng Wang, Lixin Tian
Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay
Xiaolin Xiong, Rongqiang Tang, Xinsong Yang
Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm
Hongli Sun, Muzhou Hou, Yunlei Yang, Tianle Zhang, Futian Weng, Feng Han
Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network
Yuebing Xu, Jing Zhang, Zuqiang Long, Mingyang Lv
A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine
Yanjiao Li, Sen Zhang, Yixin Yin, Jie Zhang, Wendong Xiao
Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning
Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays
Changjin Xu, Peiluan Li
Calibrated Multi-label Classification with Label Correlations
Zhi-Fen He, Ming Yang, Hui-Dong Liu, Lei Wang
Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays
Yali Dong, Liangliang Guo, Jing Hao, Tianrui Li
Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines
Jakub M. Tomczak, Szymon Zaręba, Siamak Ravanbakhsh, Russell Greiner
A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights
Tao Song, Shanchen Pang, Shaohua Hao, Alfonso Rodríguez-Patón, Pan Zheng
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes
Shikai Guo, Yaqing Liu, Rong Chen, Xiao Sun, Xiangxin Wang
An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem
Mohammad Eshaghnezhad, Freydoon Rahbarnia, Sohrab Effati, Amin Mansoori
Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations
Jinling Wang, Haijun Jiang, Tianlong Ma, Cheng Hu
A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence
Yan Liu, Dakun Yang, Long Li, Jie Yang
State Distribution-Aware Sampling for Deep Q-Learning
Weichao Li, Fuxian Huang, Xi Li, Gang Pan, Fei Wu
Multi-view Intact Discriminant Space Learning for Image Classification
Xiwei Dong, Fei Wu, Xiao-Yuan Jing, Songsong Wu
A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding
Xiaoxiao Li, Jiguo Yu, Shuai Li, Zehui Shao, Lina Ni
Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation
Yunong Zhang, Jinjin Guo, Binbin Qiu, Wan Li
Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays
Yanjun Liu, Yu Qin, Junjian Huang, Tingwen Huang, Xinbo Yang
Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction
Changsheng Yao, Qun Dai, Gang Song
Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise
Weining Zhang, Dong Wang, Xiaoyang Tan
Measuring Entity Relatedness via Entity and Text Joint Embedding
Weixin Zeng, Jiuyang Tang, Xiang Zhao
Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description
Junxuan Zhang, Haifeng Hu
Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review
Saroj Kumar Pandey, Rekh Ram Janghel
Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite de Castro, Antonio Padua Braga
Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control
Kaizhong Guan, Junhao Yang
Improved Gradient Neural Networks for Solving Moore–Penrose Inverse of Full-Rank Matrix
Xuanjiao Lv, Lin Xiao, Zhiguo Tan, Zhi Yang, Junying Yuan
Adaptive State Estimation of Stochastic Delayed Neural Networks with Fractional Brownian Motion
Xuechao Yan, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Yuhua Xu