This issue published papers on convolutional neural network, metric learning, approximate dynamic programming, recurrent neural network, transfer learning, boolean network, among others. We welcome your submissions to IEEE TNNLS.
These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/xpl
or directly by clicking the individual paper URL below.
IEEE Transactions on Neural Networks and Learning Systems;
Volume 29, Issue 7, July 2018.
1. Driving Under the Influence (of Language)
Author(s): Daniel Paul Barrett; Scott Alan Bronikowski; Haonan Yu; Jeffrey Mark Siskind
Page(s): 2668 - 2683
http://ieeexplore.ieee.org/doc
2. Cascaded Subpatch Networks for Effective CNNs
Author(s): Xiaoheng Jiang; Yanwei Pang; Manli Sun; Xuelong Li
Page(s): 2684 - 2694
http://ieeexplore.ieee.org/doc
3. Neighborhood-Based Stopping Criterion for Contrastive Divergence
Author(s): Enrique Romero Merino; Ferran Mazzanti Castrillejo; Jordi Delgado Pin
Page(s): 2695 - 2704
http://ieeexplore.ieee.org/doc
4. Neural AILC for Error Tracking Against Arbitrary Initial Shifts
Author(s): Mingxuan Sun; Tao Wu; Lejian Chen; Guofeng Zhang
Page(s): 2705 - 2716
http://ieeexplore.ieee.org/doc
5. RankMap: A Framework for Distributed Learning From Dense Data Sets
Author(s): Azalia Mirhoseini; Eva L. Dyer; Ebrahim M. Songhori; Richard Baraniuk; Farinaz Koushanfar
Page(s): 2717 - 2730
http://ieeexplore.ieee.org/doc
6. Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning
Author(s): Shihui Ying; Zhijie Wen; Jun Shi; Yaxin Peng; Jigen Peng; Hong Qiao
Page(s): 2731 - 2742
http://ieeexplore.ieee.org/doc
7. Transductive Regression for Data With Latent Dependence Structure
Author(s): Nico Görnitz; Luiz Alberto Lima; Luiz Eduardo Varella; Klaus-Robert Müller; Shinichi Nakajima
Page(s): 2743 - 2756
http://ieeexplore.ieee.org/doc
8. Variance-Constrained State Estimation for Complex Networks With Randomly Varying Topologies
Author(s): Hongli Dong; Nan Hou; Zidong Wang; Weijian Ren
Page(s): 2757 - 2768
http://ieeexplore.ieee.org/doc
9. Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold Neurons
Author(s): Xiaofeng Chen; Qiankun Song; Zhongshan Li; Zhenjiang Zhao; Yurong Liu
Page(s): 2769 - 2781
http://ieeexplore.ieee.org/doc
10. Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning Problems
Author(s): Qing Tao; Gaowei Wu; Dejun Chu
Page(s): 2782 - 2793
http://ieeexplore.ieee.org/doc
11. Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems
Author(s): Wentao Guo; Jennie Si; Feng Liu; Shengwei Mei
Page(s): 2794 - 2807
http://ieeexplore.ieee.org/doc
12. Multilateral Telecoordinated Control of Multiple Robots With Uncertain Kinematics
Author(s): Di-Hua Zhai; Yuanqing Xia
Page(s): 2808 - 2822
http://ieeexplore.ieee.org/doc
13. A Peak Price Tracking-Based Learning System for Portfolio Selection
Author(s): Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang
Page(s): 2823 - 2832
http://ieeexplore.ieee.org/doc
14. Generalized Self-Organizing Maps for Automatic Determination of the Number of Clusters and Their Multiprototypes in Cluster Analysis
Author(s): Marian B. Gorzałczany; Filip Rudziński
Page(s): 2833 - 2845
http://ieeexplore.ieee.org/doc
15. Event-Triggered Distributed Approximate Optimal State and Output Control of Affine Nonlinear Interconnected Systems
Author(s): Vignesh Narayanan; Sarangapani Jagannathan
Page(s): 2846 - 2856
http://ieeexplore.ieee.org/doc
16. Online Feature Transformation Learning for Cross-Domain Object Category Recognition
Author(s): Xuesong Zhang; Yan Zhuang; Wei Wang; Witold Pedrycz
Page(s): 2857 - 2871
http://ieeexplore.ieee.org/doc
17. Improving CNN Performance Accuracies With Min–Max Objective
Author(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Jinjun Wang; Nanning Zheng
Page(s): 2872 - 2885
http://ieeexplore.ieee.org/doc
18. Distribution-Preserving Stratified Sampling for Learning Problems
Author(s): Cristiano Cervellera; Danilo Macciò
Page(s): 2886 - 2895
http://ieeexplore.ieee.org/doc
19. Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification
Author(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Nanning Zheng
Page(s): 2896 - 2908
http://ieeexplore.ieee.org/doc
20. Robust Least-Squares Support Vector Machine With Minimization of Mean and Variance of Modeling Error
Author(s): Xinjiang Lu; Wenbo Liu; Chuang Zhou; Minghui Huang
Page(s): 2909 - 2920
http://ieeexplore.ieee.org/doc
21. Joint Attributes and Event Analysis for Multimedia Event Detection
Author(s): Zhigang Ma; Xiaojun Chang; Zhongwen Xu; Nicu Sebe; Alexander G. Hauptmann
Page(s): 2921 - 2930
http://ieeexplore.ieee.org/doc
22. Aggregation Analysis for Competitive Multiagent Systems With Saddle Points via Switching Strategies
Author(s): Liying Zhu; Zhengrong Xiang
Page(s): 2931 - 2943
http://ieeexplore.ieee.org/doc
23. Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach
Author(s): Yue-Jiao Gong; Jun Zhang; Yicong Zhou
Page(s): 2944 - 2959
http://ieeexplore.ieee.org/doc
24. Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG
Author(s): Yang Li; Wei-Gang Cui; Yu-Zhu Guo; Tingwen Huang; Xiao-Feng Yang; Hua-Liang Wei
Page(s): 2960 - 2972
http://ieeexplore.ieee.org/doc
25. Neural Decomposition of Time-Series Data for Effective Generalization
Author(s): Luke B. Godfrey; Michael S. Gashler
Page(s): 2973 - 2985
http://ieeexplore.ieee.org/doc
26. Feature Selection Based on Neighborhood Discrimination Index
Author(s): Changzhong Wang; Qinghua Hu; Xizhao Wang; Degang Chen; Yuhua Qian; Zhe Dong
Page(s): 2986 - 2999
http://ieeexplore.ieee.org/doc
27. Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying Delays
Author(s): Peng Liu; Zhigang Zeng; Jun Wang
Page(s): 3000 - 3010
http://ieeexplore.ieee.org/doc
28. Optimal Triggering of Networked Control Systems
Author(s): Ali Heydari
Page(s): 3011 - 3021
http://ieeexplore.ieee.org/doc
29. Observer-Based Adaptive Fault-Tolerant Tracking Control of Nonlinear Nonstrict-Feedback Systems
Author(s): Chengwei Wu; Jianxing Liu; Yongyang Xiong; Ligang Wu
Page(s): 3022 - 3033
http://ieeexplore.ieee.org/doc
30. Joint Estimation of Multiple Conditional Gaussian Graphical Models
Author(s): Feihu Huang; Songcan Chen; Sheng-Jun Huang
Page(s): 3034 - 3046
http://ieeexplore.ieee.org/doc
31. Stability Analysis of Genetic Regulatory Networks With Switching Parameters and Time Delays
Author(s): Tingting Yu; Jianxing Liu; Yi Zeng; Xian Zhang; Qingshuang Zeng; Ligang Wu
Page(s): 3047 - 3058
http://ieeexplore.ieee.org/doc
32. Adaptive Neural Networks Prescribed Performance Control Design for Switched Interconnected Uncertain Nonlinear Systems
Author(s): Yongming Li; Shaocheng Tong
Page(s): 3059 - 3068
http://ieeexplore.ieee.org/doc
33. Robust and Efficient Boosting Method Using the Conditional Risk
Author(s): Zhi Xiao; Zhe Luo; Bo Zhong; Xin Dang
Page(s): 3069 - 3083
http://ieeexplore.ieee.org/doc
34. Learning Deep Generative Models With Doubly Stochastic Gradient MCMC
Author(s): Chao Du; Jun Zhu; Bo Zhang
Page(s): 3084 - 3096
http://ieeexplore.ieee.org/doc
35. Discriminative Transfer Learning Using Similarities and Dissimilarities
Author(s): Ying Lu; Liming Chen; Alexandre Saidi; Emmanuel Dellandrea; Yunhong Wang
Page(s): 3097 - 3110
http://ieeexplore.ieee.org/doc
36. Discriminative Block-Diagonal Representation Learning for Image Recognition
Author(s): Zheng Zhang; Yong Xu; Ling Shao; Jian Yang
Page(s): 3111 - 3125
http://ieeexplore.ieee.org/doc
37. Robustness to Training Disturbances in SpikeProp Learning
Author(s): Sumit Bam Shrestha; Qing Song
Page(s): 3126 - 3139
http://ieeexplore.ieee.org/doc
38. Bayesian Neighborhood Component Analysis
Author(s): Dong Wang; Xiaoyang Tan
Page(s): 3140 - 3151
http://ieeexplore.ieee.org/doc
39. p th Moment Exponential Input-to-State Stability of Delayed Recurrent Neural Networks With Markovian Switching via Vector Lyapunov Function
Author(s): Lei Liu; Jinde Cao; Cheng Qian
Page(s): 3152 - 3163
http://ieeexplore.ieee.org/doc
40. Distributed Adaptive Finite-Time Approach for Formation–Containment Control of Networked Nonlinear Systems Under Directed Topology
Author(s): Yujuan Wang; Yongduan Song; Wei Ren
Page(s): 3164 - 3175
http://ieeexplore.ieee.org/doc
41. DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip
Author(s): Xichuan Zhou; Shengli Li; Fang Tang; Shengdong Hu; Zhi Lin; Lei Zhang
Page(s): 3176 - 3187
http://ieeexplore.ieee.org/doc
42. Causal Inference on Multidimensional Data Using Free Probability Theory
Author(s): Furui Liu; Lai-Wan Chan
Page(s): 3188 - 3198
http://ieeexplore.ieee.org/doc
43. Regularized Semipaired Kernel CCA for Domain Adaptation
Author(s): Siamak Mehrkanoon; Johan A. K. Suykens
Page(s): 3199 - 3213
http://ieeexplore.ieee.org/doc
44. Patch Alignment Manifold Matting
Author(s): Xuelong Li; Kang Liu; Yongsheng Dong; Dacheng Tao
Page(s): 3214 - 3226
http://ieeexplore.ieee.org/doc
45. Supervised Learning Based on Temporal Coding in Spiking Neural Networks
Author(s): Hesham Mostafa
Page(s): 3227 - 3235
http://ieeexplore.ieee.org/doc
46. Multiple Structure-View Learning for Graph Classification
Author(s): Jia Wu; Shirui Pan; Xingquan Zhu; Chengqi Zhang; Philip S. Yu
Page(s): 3236 - 3251
http://ieeexplore.ieee.org/doc
47. Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions
Author(s): Yuguang Yan; Qingyao Wu; Mingkui Tan; Michael K. Ng; Huaqing Min; Ivor W. Tsang
Page(s): 3252 - 3263
http://ieeexplore.ieee.org/doc
48. Single-Input Pinning Controller Design for Reachability of Boolean Networks
Author(s): Fangfei Li; Huaicheng Yan; Hamid Reza Karimi
Page(s): 3264 - 3269
http://ieeexplore.ieee.org/doc
49. Tree-Based Kernel for Graphs With Continuous Attributes
Author(s): Giovanni Da San Martino; Nicolò Navarin; Alessandro Sperduti
Page(s): 3270 - 3276
http://ieeexplore.ieee.org/doc
50. Sufficient Condition for the Existence of the Compact Set in the RBF Neural Network Control
Author(s): Jiaming Zhu; Zhiqiang Cao; Tianping Zhang; Yuequan Yang; Yang Yi
Page(s): 3277 - 3282
http://ieeexplore.ieee.org/doc
51. Delayed Feedback Control for Stabilization of Boolean Control Networks With State Delay
Author(s): Rongjian Liu; Jianquan Lu; Yang Liu; Jinde Cao; Zheng-Guang Wu
Page(s): 3283 - 3288
http://ieeexplore.ieee.org/doc
52. Convolutional Sparse Autoencoders for Image Classification
Author(s): Wei Luo; Jun Li; Jian Yang; Wei Xu; Jian Zhang
Page(s): 3289 - 3294
http://ieeexplore.ieee.org/doc
53. An Algorithm for Finding the Most Similar Given Sized Subgraphs in Two Weighted Graphs
Author(s): Xu Yang; Hong Qiao; Zhi-Yong Liu
Page(s): 3295 - 3300
http://ieeexplore.ieee.org/doc
54. Normalization and Solvability of Dynamic-Algebraic Boolean Networks
Author(s): Yang Liu; Jinde Cao; Bowen Li; Jianquan Lu
Page(s): 3301 - 3306
http://ieeexplore.ieee.org/doc
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