1. Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions

   • Tao Dong
   • Jiaqi Bai
   • Lei Yang

   OriginalPaper 10 August 2018 Pages: 1019 - 1033

   

2. An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation

   • Lai Wei
   • Yan Zhang
   • Xiafeng Zhang

   OriginalPaper 11 August 2018 Pages: 1035 - 1050

   

3. Synchronization for Nonlinear Complex Spatio-Temporal Networks with Multiple Time-Invariant Delays and Multiple Time-Varying Delays

   • Chengdong Yang
   • Tingwen Huang
   • Fuad E. Alsaadi

   OriginalPaper 13 August 2018 Pages: 1051 - 1064

   

4. New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties

   • Mai Viet Thuan
   • Dinh Cong Huong
   • Duong Thi Hong

   OriginalPaper 18 August 2018 Pages: 1065 - 1078

   

5. Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints

   • Cong Hu
   • Xiao-Jun Wu
   • Zhen-Qiu Shu

   OriginalPaper 20 August 2018 Pages: 1079 - 1091

   

6. Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine

   • Qian Wang
   • Yitian Xu

   OriginalPaper 21 August 2018 Pages: 1093 - 1114

   

7. Competitive Cross-Entropy Loss: A Study on Training Single-Layer Neural Networks for Solving Nonlinearly Separable Classification Problems

   • Kamaledin Ghiasi-Shirazi

   OriginalPaper 23 August 2018 Pages: 1115 - 1122

   

8. Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control

   • Jingfeng Wang
   • Lixin Tian

   OriginalPaper Open access 27 August 2018 Pages: 1123 - 1138

   

9. Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay

   • Xiaolin Xiong
   • Rongqiang Tang
   • Xinsong Yang

   OriginalPaper 29 August 2018 Pages: 1139 - 1152

   

10. Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm

    • Hongli Sun
    • Muzhou Hou
    • Feng Han

    OriginalPaper 05 September 2018 Pages: 1153 - 1172

    

11. Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network

    • Yuebing Xu
    • Jing Zhang
    • Mingyang Lv

    OriginalPaper 06 September 2018 Pages: 1173 - 1189

    

12. A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine

    • Yanjiao Li
    • Sen Zhang
    • Wendong Xiao

    OriginalPaper 08 September 2018 Pages: 1191 - 1213

    

13. Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning

    • Huibin Tan
    • Xiang Zhang
    • Zhigang Luo

    OriginalPaper 12 September 2018 Pages: 1215 - 1240

    

14. On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays

    • Changjin Xu
    • Peiluan Li

    OriginalPaper 20 September 2018 Pages: 1241 - 1256

    

15. Efficient Large Margin-Based Feature Extraction

    • Guodong Zhao
    • Yan Wu

    OriginalPaper 20 September 2018 Pages: 1257 - 1279

    

16. Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine

    • Weijie Ren
    • Min Han

    OriginalPaper 20 September 2018 Pages: 1281 - 1301

    

17. Discriminative Graph Based Similarity Boosting

    • Qianying Wang
    • Ming Lu

    OriginalPaper 22 September 2018 Pages: 1303 - 1319

    

18. Global Asymptotic Stability of Periodic Solutions for Discrete Time Delayed BAM Neural Networks by Combining Coincidence Degree Theory with LMI Method

    • Ling Ren
    • Xuejun Yi
    • Zhengqiu Zhang

    OriginalPaper 22 September 2018 Pages: 1321 - 1340

    

19. Multi-step Training of a Generalized Linear Classifier

    • Kanishka Tyagi
    • Michael Manry

    OriginalPaper 29 September 2018 Pages: 1341 - 1360

    

20. Calibrated Multi-label Classification with Label Correlations

    • Zhi-Fen He
    • Ming Yang
    • Lei Wang

    OriginalPaper 03 October 2018 Pages: 1361 - 1380

    

21. Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays

    • Yali Dong
    • Liangliang Guo
    • Tianrui Li

    OriginalPaper 03 October 2018 Pages: 1381 - 1400

    

22. Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines

    • Jakub M. Tomczak
    • Szymon Zaręba
    • Russell Greiner

    OriginalPaper Open access 03 October 2018 Pages: 1401 - 1419

    

23. Recursive Particle Filter-Based RBF Network on Time Series Prediction of Measurement Data

    • Wei-Lung Mao

    OriginalPaper 05 October 2018 Pages: 1421 - 1449

    

24. Multi-view Opinion Mining with Deep Learning

    • Ping Huang
    • Xijiong Xie
    • Shiliang Sun

    OriginalPaper 12 October 2018 Pages: 1451 - 1463

    

25. Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition

    • Weipeng Hu
    • Haifeng Hu

    OriginalPaper 26 October 2018 Pages: 1465 - 1483

    

26. A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights

    • Tao Song
    • Shanchen Pang
    • Pan Zheng

    OriginalPaper 26 October 2018 Pages: 1485 - 1502

    

27. Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes

    • Shikai Guo
    • Yaqing Liu
    • Xiangxin Wang

    OriginalPaper 29 October 2018 Pages: 1503 - 1526

    

28. An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem

    • Mohammad Eshaghnezhad
    • Freydoon Rahbarnia
    • Amin Mansoori

    OriginalPaper 29 October 2018 Pages: 1527 - 1548

    

29. Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations

    • Jinling Wang
    • Haijun Jiang
    • Cheng Hu

    OriginalPaper 29 October 2018 Pages: 1549 - 1570

    

30. Global Asymptotic Stability of Periodic Solutions for Neutral-Type Delayed BAM Neural Networks by Combining an Abstract Theorem of k-Set Contractive Operator with LMI Method

    • Zhengqiu Zhang
    • Feng Lin

    OriginalPaper 31 October 2018 Pages: 1571 - 1588

    

31. A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence

    • Yan Liu
    • Dakun Yang
    • Jie Yang

    OriginalPaper 01 November 2018 Pages: 1589 - 1609

    

32. Hierarchical Dialog State Tracking with Unknown Slot Values

    • Guohua Yang
    • Xiaojie Wang
    • Caixia Yuan

    OriginalPaper 01 November 2018 Pages: 1611 - 1625

    

33. \(\alpha \)-Exponential Stability of Impulsive Fractional-Order Complex-Valued Neural Networks with Time Delays

    • Peng Wan
    • Jigui Jian

    OriginalPaper 07 November 2018 Pages: 1627 - 1648

    

34. State Distribution-Aware Sampling for Deep Q-Learning

    • Weichao Li
    • Fuxian Huang
    • Fei Wu

    OriginalPaper 09 November 2018 Pages: 1649 - 1660

    

35. Multi-view Intact Discriminant Space Learning for Image Classification

    • Xiwei Dong
    • Fei Wu
    • Songsong Wu

    OriginalPaper 10 November 2018 Pages: 1661 - 1685

    

36. A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding

    • Xiaoxiao Li
    • Jiguo Yu
    • Lina Ni

    OriginalPaper 10 November 2018 Pages: 1687 - 1703

    

37. Restricted Convolutional Neural Networks

    • Mehran Mirkhan
    • Mohammad Reza Meybodi

    OriginalPaper 13 November 2018 Pages: 1705 - 1733

    

38. Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation

    • Yunong Zhang
    • Jinjin Guo
    • Wan Li

    OriginalPaper 24 November 2018 Pages: 1735 - 1753

    

39. On the Flexible Dynamics Analysis for the Unified Discrete-Time RNNs

    • Chen Qiao
    • Bao Guo

    OriginalPaper 28 November 2018 Pages: 1755 - 1771

    

40. Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays

    • Yanjun Liu
    • Yu Qin
    • Xinbo Yang

    OriginalPaper 29 November 2018 Pages: 1773 - 1787

    

41. Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction

    • Changsheng Yao
    • Qun Dai
    • Gang Song

    OriginalPaper 30 November 2018 Pages: 1789 - 1829

    

42. Weighted Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays

    • Zhibin Chen
    • Aiping Zhang

    OriginalPaper 03 December 2018 Pages: 1831 - 1843

    

43. Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise

    • Weining Zhang
    • Dong Wang
    • Xiaoyang Tan

    OriginalPaper 14 December 2018 Pages: 1845 - 1860

    

44. Measuring Entity Relatedness via Entity and Text Joint Embedding

    • Weixin Zeng
    • Jiuyang Tang
    • Xiang Zhao

    OriginalPaper 17 December 2018 Pages: 1861 - 1875

    

45. Spatiotemporal Fusion Networks for Video Action Recognition

    • Zheng Liu
    • Haifeng Hu
    • Junxuan Zhang

    OriginalPaper 03 January 2019 Pages: 1877 - 1890

    

46. Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description

    • Junxuan Zhang
    • Haifeng Hu

    OriginalPaper 08 January 2019 Pages: 1891 - 1905

    

47. Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review

    • Saroj Kumar Pandey
    • Rekh Ram Janghel

    OriginalPaper 09 January 2019 Pages: 1907 - 1935

    

48. Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function

    • Yuri Sousa Aurelio
    • Gustavo Matheus de Almeida
    • Antonio Padua Braga

    OriginalPaper 10 January 2019 Pages: 1937 - 1949

    

49. A Fast Algorithm for Convolutional Neural Networks Using Tile-based Fast Fourier Transforms

    • Jinhua Lin
    • Yu Yao

    OriginalPaper 16 January 2019 Pages: 1951 - 1967

    

50. Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control

    • Kaizhong Guan
    • Junhao Yang

    OriginalPaper 19 January 2019 Pages: 1969 - 1992