Journal: Neural Processing Letters

Volume 47, Issue 3

765 -- 0Kazushi Ikeda, Minho Lee. Preface
767 -- 782Satoshi Suzuki, Hayaru Shouno. Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network
783 -- 797Jonghong Kim, Waqas Bukhari, Minho Lee. Feature Analysis of Unsupervised Learning for Multi-task Classification Using Convolutional Neural Network
799 -- 814Vanika Singhal, Angshul Majumdar. Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning
815 -- 827Akira Imakura, Yuto Inoue, Tetsuya Sakurai, Yasunori Futamura. Parallel Implementation of the Nonlinear Semi-NMF Based Alternating Optimization Method for Deep Neural Networks
829 -- 839Li Zhang 0004, Ya-Ping Lu, Bangjun Wang, Fanzhang Li, Zhao Zhang 0001. 1 Regularization
841 -- 858Kien Tuong Phan, Tomás Henrique Maul, Tuong Thuy Vu, Weng-Kin Lai. DropCircuit : A Modular Regularizer for Parallel Circuit Networks
859 -- 876Shu-Chao Pang, Juan José del Coz, Zhezhou Yu, Oscar Luaces, Jorge Díez. Deep Learning and Preference Learning for Object Tracking: A Combined Approach
877 -- 890Chao Ma 0005, Yun Gu, Chen Gong 0002, Jie Yang 0002, Deying Feng. Unsupervised Video Hashing via Deep Neural Network
891 -- 905Eiji Uchibe. Model-Free Deep Inverse Reinforcement Learning by Logistic Regression
907 -- 919Zhengzhong Zhou, Liqing Zhang. Content-Based Image Retrieval Using Iterative Search
921 -- 933Kazutaka Kikuta, Akira Hirose. Direction-of-Arrival Estimation of Ultra-Wideband Signals in Narrowband Interference Environment Based on Power Inversion and Complex-Valued Neural Networks
935 -- 948Atsutomo Murai, Tetsuo Matsui. Gauge Neural Network with Z(2) Synaptic Variables: Phase Structure and Simulation of Learning and Recalling Patterns
949 -- 973Calin-Adrian Popa. Learning Algorithms for Quaternion-Valued Neural Networks
975 -- 992Shenglin Zhao, Irwin King, Michael R. Lyu. Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation
993 -- 1009Rohitash Chandra, Abhishek Gupta 0001, Yew-Soon Ong, Chi Keong Goh. Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks
1011 -- 1025Hideaki Ishibashi, Tetsuo Furukawa. Hierarchical Tensor SOM Network for Multilevel-Multigroup Analysis
1027 -- 1039Naoyuki Sato. Words-In-Sequence Memory Formed by Eye Movement Sequences During Reading: A Network Model Based on Theta Phase Coding
1041 -- 1054Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar. Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback
1055 -- 1075Wei Gao. Integrated Intelligent Method for Displacement Prediction in Underground Engineering
1077 -- 1096Ruoxia Li, Jinde Cao. Finite-Time and Fixed-Time Stabilization Control of Delayed Memristive Neural Networks: Robust Analysis Technique
1097 -- 1113Jian Guo, Zhendong Meng, Zhengrong Xiang. Passivity Analysis of Stochastic Memristor-Based Complex-Valued Recurrent Neural Networks with Mixed Time-Varying Delays
1115 -- 1132Chengye Zou, Xiaopeng Wei, Qiang Zhang 0008, Changjun Zhou. Passivity of Reaction-Diffusion Genetic Regulatory Networks with Time-Varying Delays
1133 -- 1147Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu. Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling
1149 -- 1175Yuting Tao, Jian Yang, Wenming Gui. 2, 1 Norm-Based Sparse Dictionary Coding Regularization of Homogenous and Heterogenous Graph Embeddings for Image Classifications
1177 -- 1195Pin-Lin Liu. Further Improvement on Delay-Dependent Global Robust Exponential Stability for Delayed Cellular Neural Networks with Time-Varying Delays
1197 -- 1217Li Li, Hongwei Ge, Yubing Tong, Yixin Zhang. Face Recognition Using Gabor-Based Feature Extraction and Feature Space Transformation Fusion Method for Single Image per Person Problem
1219 -- 1252M. Syed Ali, R. Vadivel. Decentralized Event-Triggered Exponential Stability for Uncertain Delayed Genetic Regulatory Networks with Markov Jump Parameters and Distributed Delays
1253 -- 1269Xiaoqian Qin, Dakun Liu, Dong Wang. Heterogeneous Similarity Learning for More Practical Kinship Verification
1271 -- 1284Rongrong Wu, He Huang 0001, Xusheng Qian, Tingwen Huang. A L-BFGS Based Learning Algorithm for Complex-Valued Feedforward Neural Networks
1285 -- 1296Qingshan Sun, Min Xiao, Binbin Tao. Local Bifurcation Analysis of a Fractional-Order Dynamic Model of Genetic Regulatory Networks with Delays
1297 -- 1307YanLi Xu. Stability Analysis of Anti-periodic Neutral Type SICNNs with D Operator

Volume 47, Issue 2

325 -- 345Yunlong Liu, Ce Zhang, Yonggui Kao, Chongsheng Hou. Exponential Stability of Neutral-Type Impulsive Markovian Jump Neural Networks with General Incomplete Transition Rates
347 -- 363Yanli Huang, Shun-Yan Ren. Passivity and Passivity-Based Synchronization of Switched Coupled Reaction-Diffusion Neural Networks with State and Spatial Diffusion Couplings
365 -- 389Lingzhong Zhang, Yongqing Yang, Fei Wang, Xin Sui. Finite-Time Lag Synchronization for Memristive Mixed Delays Neural Networks with Parameter Mismatch
391 -- 401Fella Charif, Abderrazak Benchabane, Abdelhak Bennia. A Simplified Architecture of the Zhang Neural Network for Toeplitz Linear Systems Solving
403 -- 426Shiju Yang, Chuandong Li, Tingwen Huang, Hafiz Gulfam Ahmad. Stability Analysis of TS Fuzzy System with State-Dependent Impulses
427 -- 442Hai Zhang 0002, Renyu Ye, Jinde Cao, Ahmed Alsaedi. Delay-Independent Stability of Riemann-Liouville Fractional Neutral-Type Delayed Neural Networks
443 -- 462Shuai Song, Xiaona Song, Inés Tejado Balsera. ∞ /Passive Projective Synchronization for Nonidentical Uncertain Fractional-Order Neural Networks Based on Adaptive Sliding Mode Control
463 -- 473Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis. Evolutionary Based Weight Decaying Method for Neural Network Training
475 -- 490Xu Xu, Mingjun Zhong, Chonghui Guo. A Hyperplane Clustering Algorithm for Estimating the Mixing Matrix in Sparse Component Analysis
491 -- 507István Lorentz, Razvan Andonie, Lucian Sasu. Parallel Bayesian ARTMAP and Its OpenCL Implementation
509 -- 533Hui Zhao, Lixiang Li, Haipeng Peng, Jürgen Kurths, JingHua Xiao, Yixian Yang. Finite-Time Robust Synchronization of Memrisive Neural Network with Perturbation
535 -- 548Keting Zhang, Liqing Zhang. Supervised Dictionary Learning with Smooth Shrinkage for Image Denoising
549 -- 564Guoqiang Li 0002, Xiaobin Qi, Bin Chen, Yunpeng Ma, Peifeng Niu, Zhiwang Chen. Fast Learning Network with Parallel Layer Perceptrons
565 -- 599Rui Ye, Qun Dai. A Novel Greedy Randomized Dynamic Ensemble Selection Algorithm
601 -- 618Gang Bao, Zhigang Zeng. Stability Analysis for Memristive Recurrent Neural Network Under Different External Stimulus
619 -- 639Wentao Fan, Can Hu, Ji-Xiang Du, Nizar Bouguila. A Novel Model-Based Approach for Medical Image Segmentation Using Spatially Constrained Inverted Dirichlet Mixture Models
641 -- 659Chao Liu, Dihua Sun, Xiaoyang Liu. Stability of Variable-Time Impulsive Systems with Delays via Generalized Razumikhin Technique and Application to Impulsive Neural Networks
661 -- 678Fei Li, Mingyan Jiang. Tensor Locality Preserving Sparse Projection for Image Feature Extraction
679 -- 696Chuan Chen, Lixiang Li, Haipeng Peng, Yixian Yang, Tao Li. Synchronization Control of Coupled Memristor-Based Neural Networks with Mixed Delays and Stochastic Perturbations
697 -- 716Jicong Fan, Tommy W. S. Chow, Mingbo Zhao, John K. L. Ho. Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph
717 -- 744Leonardo Aguayo, Guilherme A. Barreto. Novelty Detection in Time Series Using Self-Organizing Neural Networks: A Comprehensive Evaluation
745 -- 764Ehsan Lotfi, Omonabi Khazaei, Fatemeh Khazaei. Competitive Brain Emotional Learning

Volume 47, Issue 1

1 -- 19Jiarong Li, Haijun Jiang, Cheng Hu 0005, Juan Yu 0001. Synchronization of a Class of Improved Neural Networks Based on Periodic Intermittent Control
21 -- 38Rui Yan, Qiaolin Ye, Liyan Zhang, Ning Ye, Xiangbo Shu. A Feature Selection Method for Projection Twin Support Vector Machine
39 -- 55Xi Liu, Zhengming Ma. Discriminant Analysis with Local Gaussian Similarity Preserving for Feature Extraction
57 -- 70Aiping Zhang. Almost Periodic Solutions for SICNNs with Neutral Type Proportional Delays and D Operators
71 -- 98Feng-Yan Zhou, Cheng-Rong Ma. Mittag-Leffler Stability and Global Asymptotically ω -Periodicity of Fractional-Order BAM Neural Networks with Time-Varying Delays
99 -- 115Zhaobin Wang, Xiaoguang Sun, Zekun Yang, Yaonan Zhang, Ying Zhu, Yide Ma. Leaf Recognition Based on DPCNN and BOW
117 -- 138Yan Yan, Ying Wang, Wenchao Gao, Bo-Wen Zhang, Chun Yang, Xu-Cheng Yin. 2 : Multi-Label Ranking for Document Classification
139 -- 151C. T. Kinh, L. V. Hien, T. D. Ke. Power-Rate Synchronization of Fractional-Order Nonautonomous Neural Networks with Heterogeneous Proportional Delays
153 -- 165Tianhu Yu, Dengqing Cao. Stability Analysis of Impulsive Neural Networks with Piecewise Constant Arguments
167 -- 192Alireza Nazemi. A Capable Neural Network Framework for Solving Degenerate Quadratic Optimization Problems with an Application in Image Fusion
193 -- 202ZhanFeng Liu, Su Pan. Fuzzy-Rough Instance Selection Combined with Effective Classifiers in Credit Scoring
203 -- 232Adnène Arbi, Ahmed Alsaedi, Jinde Cao. Delta-Differentiable Weighted Pseudo-Almost Automorphicity on Time-Space Scales for a Novel Class of High-Order Competitive Neural Networks with WPAA Coefficients and Mixed Delays
233 -- 252Wentao Ma, Jiandong Duan, Haiquan Zhao, Badong Chen. Chebyshev Functional Link Artificial Neural Network Based on Correntropy Induced Metric
253 -- 276Yaxin Sun, Qing Ye, Rong Zhu, Guihua Wen. Cognitive Gravity Model Based Semi-Supervised Dimension Reduction
277 -- 291Ya Su. Robust Video Face Recognition Under Pose Variation
293 -- 323Reshma Rastogi, Sweta Sharma, Suresh Chandra 0001. Robust Parametric Twin Support Vector Machine for Pattern Classification