Journal: Neural Processing Letters

Volume 45, Issue 3

727 -- 728John Sum, Andrew Chi-Sing Leung. Editorial for Special Issue on ICONIP 2014
729 -- 743Zi-Fa Han, Chi-Sing Leung, Long-Ting Huang, Hing-Cheung So. Sparse and Truncated Nuclear Norm Based Tensor Completion
745 -- 758Wei-Long Zheng, Shan-Chun Shen, Bao-Liang Lu. Online Depth Image-Based Object Tracking with Sparse Representation and Object Detection
759 -- 776Ying Yu, Jian Yang. Visual Saliency Using Binary Spectrum of Walsh-Hadamard Transform and Its Applications to Ship Detection in Multispectral Imagery
777 -- 789Yun Gu, Haoyang Xue, Jie Yang 0002. Cross-Modal Saliency Correlation for Image Annotation
791 -- 806Xi Yang, Kaizhu Huang, John Yannis Goulermas, Rui Zhang. Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model
807 -- 824Md. Hedayetul Islam Shovon, Nanda Nandagopal, Ramasamy Vijayalakshmi, Jia Tina Du, Bernadine Cocks. Directed Connectivity Analysis of Functional Brain Networks during Cognitive Activity Using Transfer Entropy
825 -- 840Susmita Mall, Snehashish Chakraverty. Single Layer Chebyshev Neural Network Model for Solving Elliptic Partial Differential Equations
841 -- 854Melvin Deloyd Robinson, Michael T. Manry, Sanjeev S. Malalur, Changhua Yu. Properties of a Batch Training Algorithm for Feedforward Networks
855 -- 867Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Shreekant Gayaka, Rajgopal Kannan, Ramakrishna R. Nemani. Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets
869 -- 885Shun-Yan Ren, Jigang Wu, Pu-Chong Wei. Passivity and Pinning Passivity of Coupled Delayed Reaction-Diffusion Neural Networks with Dirichlet Boundary Conditions
887 -- 911Md. Nazrul Islam, Chu Kiong Loo, Manjeevan Seera. Incremental Clustering-Based Facial Feature Tracking Using Bayesian ART
913 -- 923Zhonghua Liu, Yong Qiu, Yali Peng, Jiexin Pu, Xiaoli Zhang. Quaternion Based Maximum Margin Criterion Method for Color Face Recognition
925 -- 937Jingyi Shen, Weiping Huang, Dongyang Zhu, Jun Liang. A Novel Similarity Measure Model for Multivariate Time Series Based on LMNN and DTW
939 -- 965S. Ramasamy, Gnaneswaran Nagamani, Thirunavukkarasu Radhika. Further Results on Dissipativity Criterion for Markovian Jump Discrete-Time Neural Networks with Two Delay Components Via Discrete Wirtinger Inequality Approach
967 -- 979Taisong Jin, Zhiling Liu, Zhengtao Yu, Xiaoping Min, Lingling Li. Locality Preserving Collaborative Representation for Face Recognition
981 -- 993Yurong Liu, Bo Du, Ahmed Alsaedi. Existence and Global Exponential Stability of Periodic Solution for a Class of Neutral-Type Neural Networks with Time Delays
995 -- 1023Alireza Nazemi, Rezvan Karami. A Neural Network Approach for Solving Optimal Control Problems with Inequality Constraints and Some Applications
1025 -- 1037Jifeng Shen, Xin Zuo, Hui Liu, Haoran Wang, Wankou Yang, Chengshan Qian. Supervised Local High-Order Differential Channel Feature Learning for Pedestrian Detection
1039 -- 1061Zengyun Wang, Zhenyuan Guo, Lihong Huang, Xinzhi Liu. Dynamical Behavior of Complex-Valued Hopfield Neural Networks with Discontinuous Activation Functions
1063 -- 1076Yueyang Teng, Shouliang Qi, Yin Dai, Lisheng Xu, Wei Qian, Yan Kang. Semi-supervised Nonnegative Matrix Factorization with Commonness Extraction
1077 -- 1098Dongdong Li, Yujin Zhu, Zhe Wang, Chuanyu Chong, Daqi Gao. Regularized Matrix-Pattern-Oriented Classification Machine with Universum

Volume 45, Issue 2

365 -- 378Yong Zhang, Bo Liu, Xiaomin Ji, Dan Huang. Classification of EEG Signals Based on Autoregressive Model and Wavelet Packet Decomposition
379 -- 399Hongzhi Wei, Ruoxia Li, Chunrong Chen, Zhengwen Tu. Stability Analysis of Fractional Order Complex-Valued Memristive Neural Networks with Time Delays
401 -- 409Luogen Yao. Global Exponential Convergence of Neutral Type Shunting Inhibitory Cellular Neural Networks with D Operator
411 -- 430Jianwu Wan, Hongyuan Wang, Ming Yang. Cost Sensitive Semi-Supervised Canonical Correlation Analysis for Multi-view Dimensionality Reduction
431 -- 444Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof. Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition
445 -- 456Dongpo Xu, Jian Dong, Huisheng Zhang. Deterministic Convergence of Wirtinger-Gradient Methods for Complex-Valued Neural Networks
457 -- 473Chunxiao Ding, Yun Sun, Yuanguo Zhu. A NN-Based Hybrid Intelligent Algorithm for a Discrete Nonlinear Uncertain Optimal Control Problem
475 -- 505Lyes Saad Saoud, Fayçal Rahmoune, Victor Tourtchine, Kamel Baddari. Fully Complex Valued Wavelet Network for Forecasting the Global Solar Irradiation
507 -- 521Ali Babikir, Henry Mwambi. Factor Augmented Artificial Neural Network Model
523 -- 538Yunquan Ke, Chunfang Miao. Anti-periodic Solutions of Inertial Neural Networks with Time Delays
539 -- 552Guo Niu, Zhengming Ma, Shaogao Lv. Ensemble Multiple-Kernel Based Manifold Regularization
553 -- 562Junfu Du, Mingjun Zhong. Pseudo-marginal Markov Chain Monte Carlo for Nonnegative Matrix Factorization
563 -- 575Xiang-xi Wen, Xiangru Meng, Xiao-long Liang, Qiao-yan Kang. Centroid Normal Direct Support Vector Machine
577 -- 592Alexandros Iosifidis, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas. One-Class Classification Based on Extreme Learning and Geometric Class Information
593 -- 614Xiaohong Tian, Rui Xu. Stability and Hopf Bifurcation of Time Fractional Cohen-Grossberg Neural Networks with Diffusion and Time Delays in Leakage Terms
615 -- 648Chaouki Aouiti, Mohammed Salah M'hamdi, Jinde Cao, Ahmed Alsaedi. Piecewise Pseudo Almost Periodic Solution for Impulsive Generalised High-Order Hopfield Neural Networks with Leakage Delays
649 -- 666Fei Wu, Xiao-Yuan Jing, Dong Yue. Multi-view Discriminant Dictionary Learning via Learning View-specific and Shared Structured Dictionaries for Image Classification
667 -- 688Jun Ye, Zhong Jin. Feature Selection for Adaptive Dual-Graph Regularized Concept Factorization for Data Representation
689 -- 701Jingyi Qu, Rubin Wang, Chuankui Yan, Ying Du. Spatiotemporal Behavior of Small-World Neuronal Networks Using a Map-Based Model
703 -- 725Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari. State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach

Volume 45, Issue 1

1 -- 14Mohammad Saeed Feali, Arash Ahmadi. Realistic Hodgkin-Huxley Axons Using Stochastic Behavior of Memristors
15 -- 28Sanbo Ding, Zhanshan Wang, Zhanjun Huang, Huaguang Zhang. Novel Switching Jumps Dependent Exponential Synchronization Criteria for Memristor-Based Neural Networks
29 -- 58Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán. Hyperconic Multilayer Perceptron
59 -- 74Javad Sabouri K., Sohrab Effati, Morteza Pakdaman. A Neural Network Approach for Solving a Class of Fractional Optimal Control Problems
75 -- 94Zhaobin Wang, Shuai Wang, Ying Zhu. Multi-focus Image Fusion Based on the Improved PCNN and Guided Filter
95 -- 108Qingbo Li, Jin Guo 0003, Yuanyuan Wu, Chang-yin Sun. Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays
109 -- 119Bingwen Liu. Finite-Time Stability of a Class of CNNs with Heterogeneous Proportional Delays and Oscillating Leakage Coefficients
121 -- 140Chaouki Aouiti, Mohammed Salah M'hamdi, Abderrahmane Touati. Pseudo Almost Automorphic Solutions of Recurrent Neural Networks with Time-Varying Coefficients and Mixed Delays
141 -- 151Yuehua Yu. Exponential Stability of Pseudo Almost Periodic Solutions for Cellular Neural Networks with Multi-Proportional Delays
153 -- 172Shaokai Wang, Yunming Ye, Xutao Li, Xiaohui Huang, Raymond Y. K. Lau. Semi-supervised Collective Classification in Multi-attribute Network Data
173 -- 182Jakub M. Tomczak, Adam Gonczarek. Learning Invariant Features Using Subspace Restricted Boltzmann Machine
183 -- 196Aiping Zhang. Pseudo Almost Periodic Solutions for SICNNs with Oscillating Leakage Coefficients and Complex Deviating Arguments
197 -- 222Xiaowei Feng, Xiangyu Kong, Hongguang Ma, Haomiao Liu. Unified and Coupled Self-Stabilizing Algorithms for Minor and Principal Eigen-pairs Extraction
223 -- 241Shuo Zhang, Yongguang Yu, Lingling Geng. Stability Analysis of Fractional-Order Hopfield Neural Networks with Time-Varying External Inputs
243 -- 261Ke Qin. On Chaotic Neural Network Design: A New Framework
263 -- 277Zhengya Sun, Yangyang Zhao, Dong Cao, Hongwei Hao. Hierarchical Multilabel Classification with Optimal Path Prediction
279 -- 297Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji. Fractional-Order Embedding Supervised Canonical Correlations Analysis with Applications to Feature Extraction and Recognition
299 -- 318Chao Liu, Peifeng Niu, Guoqiang Li 0002, Xia You, Yunpeng Ma, Weiping Zhang. A Hybrid Heat Rate Forecasting Model Using Optimized LSSVM Based on Improved GSA
319 -- 339Juntao Li, Yimin Cao, Yadi Wang, Huimin Xiao. Online Learning Algorithms for Double-Weighted Least Squares Twin Bounded Support Vector Machines
341 -- 363Zahra Mirzamomen, Mohammad Reza Kangavari. Evolving Fuzzy Min-Max Neural Network Based Decision Trees for Data Stream Classification