Journal: Neural Processing Letters

Volume 48, Issue 3

1261 -- 1279Biao Zhao. AIFD Based 2D Image Registration to Multi-View Stereo Mapped 3D Models
1281 -- 1304Ce Li, Bing Lu, Yachao Zhang, Hao Liu, Yanyun Qu. 3D Reconstruction of Indoor Scenes via Image Registration
1305 -- 1321Lei Xiong, Liyang Wu, Wenting Cui, Sirui Zhang, Guanglin Xu, Huaizhong Hu. Robust Non-rigid Registration Based on Affine ICP Algorithm and Part-Based Method
1323 -- 1334Yan Wang, Chen Zu, Guangliang Hu, Yong Luo, Zongqing Ma, Kun He, Xi Wu 0004, Jiliu Zhou. Automatic Tumor Segmentation with Deep Convolutional Neural Networks for Radiotherapy Applications
1335 -- 1345Xin Li, Yanqin Bai, Siyun Zhou, Ying Li. Document Classification via Nonlinear Metric Learning
1347 -- 1357Yong Shi, Gong Chen, Juntao Li. Malicious Domain Name Detection Based on Extreme Machine Learning
1359 -- 1372Zongze Wu, Ming Yin, Yajing Zhou, Xiaozhao Fang, Shengli Xie. Robust Spectral Subspace Clustering Based on Least Square Regression
1373 -- 1394Lingfang Hu, Juan Hu, Zhen Ye, Chaomin Shen, Yaxin Peng. Performance Analysis for SVM Combining with Metric Learning
1395 -- 1404Weizhi Nie, Anan Liu, Yahui Hao, Yuting Su. View-Based 3D Model Retrieval via Multi-graph Matching
1405 -- 1414Shengchuan Zhang, Rongrong Ji. AAM Based Face Sketch Synthesis
1415 -- 1429Zhaoxiang Zhang, Limin Dong, Guodong Xu, Jianing Song. Real-Time Attitude Estimation by Using Parallax Observation System
1431 -- 1458Baolin Qiu, Lixiang Li, Haipeng Peng, Yixian Yang. Synchronization of Multi-links Memristor-Based Switching Networks Under Uniform Random Attacks
1459 -- 1479Kaizhong Guan, Qisheng Wang. Impulsive Control for a Class of Cellular Neural Networks with Proportional Delay
1481 -- 1502Zhen Wang, Li Li 0043, Yuxia Li, Zunshui Cheng. Stability and Hopf Bifurcation of a Three-Neuron Network with Multiple Discrete and Distributed Delays
1503 -- 1519Weifeng Zhang, Hua Hu, HaiYang Hu. Training Visual-Semantic Embedding Network for Boosting Automatic Image Annotation
1521 -- 1542Xiao Peng, Huaiqin Wu. Robust Mittag-Leffler Synchronization for Uncertain Fractional-Order Discontinuous Neural Networks via Non-fragile Control Strategy
1543 -- 1561Hongfei Li, Chuandong Li, Wei Zhang, Jing Xu. Global Dissipativity of Inertial Neural Networks with Proportional Delay via New Generalized Halanay Inequalities
1563 -- 1582Mohammad Hadi Noori Skandari, Mehrdad Ghaznavi. An Efficient Algorithm for Solving Fuzzy Linear Programming Problems
1583 -- 1595Jing Yang, Quan-Sen Sun, Yun-Hao Yuan. Feature Extraction Using Fractional-Order Embedding Direct Linear Discriminant Analysis
1597 -- 1610Limiao Deng, Mingyue Gao, Yanjiang Wang. Increment Learning and Rapid Retrieval of Visual Information Based on Pattern Association Memory
1611 -- 1631Fanchao Kong, Zhiguo Luo, Xiaoping Wang. Piecewise Pseudo Almost Periodic Solutions of Generalized Neutral-Type Neural Networks with Impulses and Delays
1633 -- 1644Qiang Wang, Lu Wang 0003, Xiangyang Zeng, Lifan Zhao. An Improved Deep Clustering Model for Underwater Acoustical Targets
1645 -- 1669Chaouki Aouiti, Foued Miaadi. Finite-Time Stabilization of Neutral Hopfield Neural Networks with Mixed Delays
1671 -- 1691Lai Wei, Xiaofeng Wang, Aihua Wu 0003, Rigui Zhou, Changming Zhu. Robust Subspace Segmentation by Self-Representation Constrained Low-Rank Representation
1693 -- 1704Sibel Senan. An Analysis of Global Stability of Takagi-Sugeno Fuzzy Cohen-Grossberg Neural Networks with Time Delays
1705 -- 1719Zhenqiu Shu, Xiao-jun Wu, Cong Hu. Structure Preserving Sparse Coding for Data Representation
1721 -- 1747Minh Tran Ngoc, Dong-Chul Park. Centroid Neural Network with Pairwise Constraints for Semi-supervised Learning
1749 -- 1766Song Zhu, Er Ye, Dan Liu, Shengwu Zhou. New Algebraic Criteria for Global Exponential Periodicity and Stability of Memristive Neural Networks with Variable Delays
1767 -- 1775Yunlong Yu, Fuxian Liu, Sheng Mao. Fingerprint Extraction and Classification of Wireless Channels Based on Deep Convolutional Neural Networks
1777 -- 1788Yuling Luo, Lei Wan, Junxiu Liu, Jim Harkin, Yi Cao. An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations
1789 -- 1800Wenkai Chang, Guodong Yang, En Li, Zize Liang. Toward a Cluttered Environment for Learning-Based Multi-Scale Overhead Ground Wire Recognition
1801 -- 0Guoqing Chao. RETRACTED ARTICLE: Multi-view Sparse Vector Decomposition to Deal with Missing Values in Alcohol Dependence Study

Volume 48, Issue 2

643 -- 648Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas. Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition
649 -- 667Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita. Multilayer Graph Node Kernels: Stacking While Maintaining Convexity
669 -- 689Benjamin Paaßen, Christina Göpfert, Barbara Hammer. Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
691 -- 707Kaspar Riesen, Andreas Fischer 0002, Horst Bunke. On the Impact of Using Utilities Rather than Costs for Graph Matching
709 -- 732Patrick Thiam, Sascha Meudt, Günther Palm, Friedhelm Schwenker. A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection
733 -- 768Marco Bongini, Antonino Freno, Vincenzo Laveglia, Edmondo Trentin. Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics
769 -- 787Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas. Neural Networks Pipeline for Offline Machine Printed Arabic OCR
789 -- 809Witali Aswolinskiy, René Felix Reinhart, Jochen Steil. Time Series Classification in Reservoir- and Model-Space
811 -- 847Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Mario Aldape-Pérez, Oscar Camacho Nieto, Amadeo José Argüelles-Cruz, Yenny Villuendas-Rey. Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications
849 -- 862Boudour Ammar, Hajer Brahmi, Farouk Chérif. On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays
863 -- 880Ludwig Lausser, Robin Szekely, Lyn-Rouven Schirra, Hans A. Kestler. The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes
881 -- 913Jayadeva, Mayank Sharma, Sumit Soman, Himanshu Pant. Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space - Submitted to the Special Issue on "Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition"
915 -- 932Edmondo Trentin. Soft-Constrained Neural Networks for Nonparametric Density Estimation
933 -- 954Jian Hou, Xu E, Wei-Xue Liu. Density Based Cluster Growing via Dominant Sets
955 -- 978Wenyu Li, Yan Liu 0015, Jie Yang 0007, Wei Wu 0010. 1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks
979 -- 994Tengda Wei, Yangfan Wang, Linshan Wang. Robust Exponential Synchronization for Stochastic Delayed Neural Networks with Reaction-Diffusion Terms and Markovian Jumping Parameters
995 -- 1017Zhengqiu Zhang, Dangli Hao. Global Asymptotic Stability for Complex-Valued Neural Networks with Time-Varying Delays via New Lyapunov Functionals and Complex-Valued Inequalities
1019 -- 1041Zhengqiu Zhang, Ailing Li, Lin Yang. Global Asymptotic Periodic Synchronization for Delayed Complex-Valued BAM Neural Networks via Vector-Valued Inequality Techniques
1043 -- 1061Jujie Wang, Yaning Li. Short-Term Wind Speed Prediction Using Signal Preprocessing Technique and Evolutionary Support Vector Regression
1063 -- 1071Fatma B. Rizaner, Ahmet Rizaner. Approximate Solutions of Initial Value Problems for Ordinary Differential Equations Using Radial Basis Function Networks
1073 -- 1088Jinsong Su, Zhenqiao Song, Yaojie Lu, Mu Xu, Changxing Wu, Yidong Chen. Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
1089 -- 1104Zuliang Lu, Yuming Feng, Shuhua Zhang, Lin Li, Longzhou Cao. An Empirical Study for Transboundary Pollution of Three Gorges Reservoir Area with Emission Permits Trading
1105 -- 1121Bo Li, Cheng Chen. First-Order Sensitivity Analysis for Hidden Neuron Selection in Layer-Wise Training of Networks
1123 -- 1134Yanyi Liu, Wenbo Liu, Yin Wu. Associative Memory Realized by Reconfigurable Coupled Three-Cell CNNs
1135 -- 1159Dongshu Wang, Junhao Wang, Lei Liu. Developmental Network: An Internal Emergent Object Feature Learning
1161 -- 1174Xusen Zhu, Xinsong Yang, Fuad E. Alsaadi, Tasawar Hayat. Fixed-Time Synchronization of Coupled Discontinuous Neural Networks with Nonidentical Perturbations
1175 -- 1186Yuhua Xu, Wuneng Zhou, Hongqian Lu, Chengrong Xie, Dongbing Tong. Adaptive Finite-Time Synchronization of Neutral Type Dynamical Network with Double Derivative Coupling
1187 -- 1200Zhiqiang Zhang, Tongling Lv, Hui Wang, Liming Liu, Junyan Tan. A Novel Least Square Twin Support Vector Regression
1201 -- 1212Jiaxin Liang, Hao Qian, Bingwen Liu. Pseudo Almost Periodic Solutions for Fuzzy Cellular Neural Networks with Multi-proportional Delays
1213 -- 1226Xijiong Xie, Shiliang Sun, HuaHui Chen, Jiangbo Qian. Domain Adaptation with Twin Support Vector Machines
1227 -- 1241Qianting Ma, Jialin Peng, Dexing Kong. Image Segmentation via Mean Curvature Regularized Mumford-Shah Model and Thresholding
1243 -- 1260Lu Huang, Lu-yang Xiang. Method for Meteorological Early Warning of Precipitation-Induced Landslides Based on Deep Neural Network

Volume 48, Issue 1

1 -- 29Maryam Abaszade, Sohrab Effati. Stochastic Support Vector Machine for Classifying and Regression of Random Variables
31 -- 52Prem Kumar Singh. Concept Learning Using Vague Concept Lattice
53 -- 70Sha Ding, Zhi Chen, Shi-yuan Zhao, Tao Lin. Pruning the Ensemble of ANN Based on Decision Tree Induction
71 -- 94Yongquan Zhou, Ruxin Zhao, Qifang Luo, Chunming Wen. Sensor Deployment Scheme Based on Social Spider Optimization Algorithm for Wireless Sensor Networks
95 -- 107Leandro Aparecido Passos, João Paulo Papa. Temperature-Based Deep Boltzmann Machines
109 -- 133Predrag S. Stanimirovic, Marko D. Petkovic, Dimitrios Gerontitis. Gradient Neural Network with Nonlinear Activation for Computing Inner Inverses and the Drazin Inverse
135 -- 151Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Ananda L. Freire. Fixed-Size Extreme Learning Machines Through Simulated Annealing
153 -- 166Jingjing Gao, Xin Dai, Chongjin Zhu, Jie-Zhi Cheng, Xiaoguang Tu, Daiqiang Chen, Bin Sun, Yachun Gao, Mei Xie. Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity
167 -- 177Yi Tang 0007. Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays
179 -- 193Ziye Zhang, Xiaoping Liu 0004, Runan Guo, Chong Lin. Finite-Time Stability for Delayed Complex-Valued BAM Neural Networks
195 -- 217Yong Du, Yu Wang, Xin Huang, Qinghua Hu. Driver State Analysis Based on Imperfect Multi-view Evidence Support
219 -- 243Arnapurna Panda, Sabyasachi Pani. Determining Approximate Solutions of Nonlinear Ordinary Differential Equations Using Orthogonal Colliding Bodies Optimization
245 -- 256Wei Zhang, Tingwen Huang, Chuandong Li, Jing Yang. Robust Stability of Inertial BAM Neural Networks with Time Delays and Uncertainties via Impulsive Effect
257 -- 272Milad I. Akhlaghi, Sergey V. Sukhov. Knowledge Fusion in Feedforward Artificial Neural Networks
273 -- 298He Yan, Qiaolin Ye, Tian'an Zhang, Dong-jun Yu, Yiqing Xu. L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification
299 -- 312Wenhua Dong, Xiao-jun Wu. 21 -Norm Minimization
313 -- 327Yali Peng, Lingjun Li, Shigang Liu, Tao Lei, Jie Wu. A New Virtual Samples-Based CRC Method for Face Recognition
329 -- 351Mohsen Mohammadi, Faraz Talebpour, Esmaeil Safaee, Noradin Ghadimi, Oveis Abedinia. Small-Scale Building Load Forecast based on Hybrid Forecast Engine
353 -- 373Anna S. Bosman, Andries Petrus Engelbrecht, Mardé Helbig. Fitness Landscape Analysis of Weight-Elimination Neural Networks
375 -- 388Peiju Chang, Jiangshe Zhang, Junying Hu, Zengjie Song. A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification
389 -- 401Francesco Grasso, Antonio Luchetta, Stefano Manetti. A Multi-Valued Neuron Based Complex ELM Neural Network
403 -- 417Xin Zuo, Jifeng Shen, Hualong Yu, Dan Xu, Chengshan Qian, Yongwei Shan. Fast Pedestrian Detection Based on the Selective Window Differential Filter
419 -- 440Kemal Uçak, Ilker Üstoglu, Gülay Öke Günel. Safety-Critical Support Vector Regressor Controller for Nonlinear Systems
441 -- 458Fanchao Kong, Shiping Lu, Zhiguo Luo. Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays
459 -- 479Xujun Yang, Chuandong Li, Tingwen Huang, Qiankun Song, Junjian Huang. Global Mittag-Leffler Synchronization of Fractional-Order Neural Networks Via Impulsive Control
481 -- 516Ömer Faruk Ertugrul. Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic
517 -- 556Erik Cuevas, Adolfo Reyna-Orta, Margarita-Arimatea Díaz-Cortés. A Multimodal Optimization Algorithm Inspired by the States of Matter
557 -- 575Yaqi Wang, Jianquan Lu, Jungang Lou, Chengdan Ding, Fuad E. Alsaadi, Tasawar Hayat. Synchronization of Heterogeneous Partially Coupled Networks with Heterogeneous Impulses
577 -- 601Mingming Yan, Jianlong Qiu, Xiangyong Chen, Xiao Chen, Chengdong Yang, Ancai Zhang, Fawaz Alsaadi. The Global Exponential Stability of the Delayed Complex-Valued Neural Networks with Almost Periodic Coefficients and Discontinuous Activations
603 -- 613Mohammad Javad Shafiee, Akshaya Kumar Mishra, Alexander Wong. Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks
615 -- 629Kavya Gupta, Angshul Majumdar. Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization
631 -- 642Guobing Qian, LiPing Li. On Extending the Noncircular Fast Independent Vector Analysis Algorithm to the Noisy Model