Issue 3/2017
Special Issue: ICONIP 2014
Content (22 Articles)
Sparse and Truncated Nuclear Norm Based Tensor Completion
Zi-Fa Han, Chi-Sing Leung, Long-Ting Huang, Hing Cheung So
Online Depth Image-Based Object Tracking with Sparse Representation and Object Detection
Wei-Long Zheng, Shan-Chun Shen, Bao-Liang Lu
Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model
Xi Yang, Kaizhu Huang, John Yannis Goulermas, Rui Zhang
Directed Connectivity Analysis of Functional Brain Networks during Cognitive Activity Using Transfer Entropy
Md. Hedayetul Islam Shovon, Nanda Nandagopal, Ramasamy Vijayalakshmi, Jia Tina Du, Bernadine Cocks
Single Layer Chebyshev Neural Network Model for Solving Elliptic Partial Differential Equations
Susmita Mall, S. Chakraverty
Properties of a Batch Training Algorithm for Feedforward Networks
Melvin D. Robinson, Michael T. Manry, Sanjeev S. Malalur, Changhua Yu
Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets
Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Shreekant Gayaka, Rajgopal Kannan, Ramakrishna Nemani
Passivity and Pinning Passivity of Coupled Delayed Reaction–Diffusion Neural Networks with Dirichlet Boundary Conditions
Shun-Yan Ren, Jigang Wu, Pu-Chong Wei
Incremental Clustering-Based Facial Feature Tracking Using Bayesian ART
Md. Nazrul Islam, Chu Kiong Loo, Manjeevan Seera
Quaternion Based Maximum Margin Criterion Method for Color Face Recognition
Zhonghua Liu, Yong Qiu, Yali Peng, Jiexin Pu, Xiaoli Zhang
A Novel Similarity Measure Model for Multivariate Time Series Based on LMNN and DTW
Jingyi Shen, Weiping Huang, Dongyang Zhu, Jun Liang
Locality Preserving Collaborative Representation for Face Recognition
Taisong Jin, Zhiling Liu, Zhengtao Yu, Xiaoping Min, Lingling Li
Existence and Global Exponential Stability of Periodic Solution for a Class of Neutral-Type Neural Networks with Time Delays
Yurong Liu, Bo Du, Ahmed Alsaedi
A Neural Network Approach for Solving Optimal Control Problems with Inequality Constraints and Some Applications
Alireza Nazemi, Rezvan Karami
Supervised Local High-Order Differential Channel Feature Learning for Pedestrian Detection
Jifeng Shen, Xin Zuo, Hui Liu, Haoran Wang, Wankou Yang, Chengshan Qian
Dynamical Behavior of Complex-Valued Hopfield Neural Networks with Discontinuous Activation Functions
Zengyun Wang, Zhenyuan Guo, Lihong Huang, Xinzhi Liu
Semi-supervised Nonnegative Matrix Factorization with Commonness Extraction
Yueyang Teng, Shouliang Qi, Yin Dai, Lisheng Xu, Wei Qian, Yan Kang
Regularized Matrix-Pattern-Oriented Classification Machine with Universum
Dongdong Li, Yujin Zhu, Zhe Wang, Chuanyu Chong, Daqi Gao