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Neural Processing Letters, Volume 50
Volume 50, Number 1, August 2019
- Liang Shen, Hao Shen, Mingming Gao
, Yajuan Liu, Xia Huang
H∞ State Estimation for Stochastic Jumping Neural Networks with Fading Channels Over a Finite-Time Interval. 1-18 - Carlos Valle
LocalBoost: A Parallelizable Approach to Boosting Classifiers. 19-41 - Munish Kumar, Simpel Rani Jindal, Manish Kumar Jindal, Gurpreet Singh Lehal:
Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies. 43-56 - Guang Shi
Enhance the Performance of Deep Neural Networks via L2 Regularization on the Input of Activations. 57-75 - Liping Yan, Wenbin Hu, Simon Hu
SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks. 77-101 - Pengfei Cao, Zhongyi Yang, Liang Sun, Yanchun Liang, Mary Qu Yang, Renchu Guan
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory. 103-119 - Ezequiel López-Rubio
Piecewise Polynomial Activation Functions for Feedforward Neural Networks. 121-147 - Younghoon Lee
Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning. 149-164 - Hui Xue
A Primal Framework for Indefinite Kernel Learning. 165-188 - Changming Zhu
Semi-supervised One-Pass Multi-view Learning with Variable Features and Views. 189-226 - M. Syed Ali
Robust H∞ Filtering of Stochastic Switched Complex Dynamical Networks with Parameter Uncertainties, Disturbances, and Time-Varying Delays. 227-245 - Yueyang Teng, Yichao Liu, Jinliang Yang, Chen Li, Shouliang Qi, Yan Kang, Fenglei Fan, Ge Wang
Graph Regularized Sparse Autoencoders with Nonnegativity Constraints. 247-262 - Diem-Phuc Tran
Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network. 263-282 - Bo Ke, Huicheng Zheng
Multi-object Tracking by Joint Detection and Identification Learning. 283-296 - Chaouki Aouiti
Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales. 297-320 - Predrag S. Stanimirovic
Improved GNN Models for Constant Matrix Inversion. 321-339 - Yi Yao, Min Xiao, Jinde Cao, Chengdai Huang
Stability Switches and Hopf Bifurcation of a Neuron System with both Leakage and Distributed Delays. 341-355 - M. Syed Ali
Sampled-Data State Estimation of Neutral Type Neural Networks with Mixed Time-Varying Delays. 357-378 - Haifeng Hu
Action Recognition Using Multiple Pooling Strategies of CNN Features. 379-396 - Yongbo Wu, Haifeng Hu
Age-Invariant Face Recognition Using Coupled Similarity Reference Coding. 397-411 - Lichao Feng, Jinde Cao
Stability Analysis in a Class of Markov Switched Stochastic Hopfield Neural Networks. 413-430 - Teng Wang
Image Caption with Endogenous-Exogenous Attention. 431-443 - Malika Sader, Abdujelil Abdurahman
General Decay Lag Synchronization for Competitive Neural Networks with Constant Delays. 445-457 - Ruoxia Li
Exponential Synchronization of Stochastic Memristive Neural Networks with Time-Varying Delays. 459-475 - Chang Liu
Sign Normalised Hammerstein Spline Adaptive Filtering Algorithm in an Impulsive Noise Environment. 477-496 - Guoqiang Chen
A Forecasting Framework Based on Kalman Filter Integrated Multivariate Local Polynomial Regression: Application to Urban Water Demand. 497-513 - Huan Zhang, Wenbing Zhang
Synchronization of Switched Coupled Neural Networks with Distributed Impulsive Effects: An Impulsive Strength Dependent Approach. 515-529 - Yao Lu, Guangming Lu, Yuanrong Xu:
Weighted Channel-Wise Decomposed Convolutional Neural Networks. 531-548 - Liang Yang, Haifeng Hu
Adaptive Syncretic Attention for Constrained Image Captioning. 549-564 - Jin-dong Li, Zeng-bao Wu, Nan-Jing Huang:
Asymptotical Stability of Riemann-Liouville Fractional-Order Neutral-Type Delayed Projective Neural Networks. 565-579 - Lingzhong Zhang
Stability Analysis of Fractional Order Hopfield Neural Networks with Optimal Discontinuous Control. 581-593 - Chuangxia Huang, Luanshan Yang, Bingwen Liu
New Results on Periodicity of Non-autonomous Inertial Neural Networks Involving Non-reduced Order Method. 595-606 - Assaad Jmal, Abdellatif Ben Makhlouf
Finite-Time Stability for Caputo-Katugampola Fractional-Order Time-Delayed Neural Networks. 607-621 - Eduard Puerto
An Ar2p Deep Learning Architecture for the Discovery and the Selection of Features. 623-643 - Nimet Korkmaz
An Alternative Approach for Setting the Optimum Coupling Parameters Among the Neural Central Pattern Generators Considering the Amplitude and the Phase Error Calculations. 645-667 - Hao Dai, Jin Xie, Weisheng Chen
Event-Triggered Distributed Cooperative Learning Algorithms over Networks via Wavelet Approximation. 669-700 - Hualong Yu
Fuzzy One-Class Extreme Auto-encoder. 701-727 - Songlin Xiao
Exponential Stability of Positive Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays. 729-740 - Basavaraj S. Anami, Venkatesh A. Bhandage:
A Comparative Study of Suitability of Certain Features in Classification of Bharatanatyam Mudra Images Using Artificial Neural Network. 741-769 - Sonia Mandal, Sankar Sahoo, Ganesh Ghorai
Application of Strong Arcs in m-Polar Fuzzy Graphs. 771-784 - Wenhua Dong
Robust Affine Subspace Clustering via Smoothed ℓ0-Norm. 785-797 - Yingying Meng, Deqiang Kong, Zhenfeng Zhu, Yao Zhao:
From Night to Day: GANs Based Low Quality Image Enhancement. 799-814 - Chaouki Aouiti
A New LMI Approach to Finite and Fixed Time Stabilization of High-Order Class of BAM Neural Networks with Time-Varying Delays. 815-838 - Mostafa Borhani
Corpus Analysis Using Relaxed Conjugate Gradient Neural Network Training Algorithm. 839-849 - Chaouki Aouiti
Stability Analysis for a Class of Impulsive Bidirectional Associative Memory (BAM) Neural Networks with Distributed Delays and Leakage Time-Varying Delays. 851-885 - Wei Zeng
Classification of Gait Patterns Using Kinematic and Kinetic Features, Gait Dynamics and Neural Networks in Patients with Unilateral Anterior Cruciate Ligament Deficiency. 887-909 - Chunlin Sha, Hongyong Zhao, Yuan Yuan, Yuzhen Bai
Synthesization of Multi-valued Associative High-Capacity Memory Based on Continuous Networks with a Class of Non-smooth Linear Nondecreasing Activation Functions. 911-932 - Aykut Kocaoglu
An Efficient SMO Algorithm for Solving Non-smooth Problem Arising in ε -Insensitive Support Vector Regression. 933-955 - Chongsheng Zhang, Yuan Zhang, Xianjin Shi, George Almpanidis
On Incremental Learning for Gradient Boosting Decision Trees. 957-987 - Xu Li
A Hybride Active Contour Model Driven by Global and Local Image Information. 989-1003 - Weixuan Wang, Haifeng Hu
Image Captioning Using Region-Based Attention Joint with Time-Varying Attention. 1005-1017
Volume 50, Number 2, October 2019
- Tao Dong, Jiaqi Bai, Lei Yang:
Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions. 1019-1033 - Lai Wei
An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation. 1035-1050 - Chengdong Yang
Synchronization for Nonlinear Complex Spatio-Temporal Networks with Multiple Time-Invariant Delays and Multiple Time-Varying Delays. 1051-1064 - Mai Viet Thuan
New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties. 1065-1078 - Cong Hu, Xiao-Jun Wu, Zhenqiu Shu:
Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints. 1079-1091 - Qian Wang, Yitian Xu:
Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine. 1093-1114 - Kamaledin Ghiasi-Shirazi
Competitive Cross-Entropy Loss: A Study on Training Single-Layer Neural Networks for Solving Nonlinearly Separable Classification Problems. 1115-1122 - Jingfeng Wang
Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control. 1123-1138 - Xiaolin Xiong, Rongqiang Tang, Xinsong Yang
Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay. 1139-1152 - Hongli Sun, Muzhou Hou
Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm. 1153-1172 - Yuebing Xu
Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network. 1173-1189 - Yanjiao Li, Sen Zhang, Yixin Yin, Jie Zhang, Wendong Xiao:
A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine. 1191-1213 - Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning. 1215-1240 - Changjin Xu, Peiluan Li:
On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays. 1241-1256 - Guodong Zhao, Yan Wu
Efficient Large Margin-Based Feature Extraction. 1257-1279 - Weijie Ren
Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine. 1281-1301 - Qianying Wang, Ming Lu:
Discriminative Graph Based Similarity Boosting. 1303-1319 - Ling Ren, Xuejun Yi, Zhengqiu Zhang
Global Asymptotic Stability of Periodic Solutions for Discrete Time Delayed BAM Neural Networks by Combining Coincidence Degree Theory with LMI Method. 1321-1340 - Kanishka Tyagi
Multi-step Training of a Generalized Linear Classifier. 1341-1360 - Zhi-Fen He, Ming Yang, Hui-Dong Liu, Lei Wang:
Calibrated Multi-label Classification with Label Correlations. 1361-1380 - Yali Dong, Liangliang Guo, Jing Hao, Tianrui Li:
Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays. 1381-1400 - Jakub M. Tomczak
Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines. 1401-1419 - Wei-Lung Mao
Recursive Particle Filter-Based RBF Network on Time Series Prediction of Measurement Data. 1421-1449 - Ping Huang, Xijiong Xie, Shiliang Sun:
Multi-view Opinion Mining with Deep Learning. 1451-1463 - Weipeng Hu
Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition. 1465-1483 - Tao Song
A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights. 1485-1502 - Shikai Guo, Yaqing Liu, Rong Chen, Xiao Sun
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes. 1503-1526 - Mohammad Eshaghnezhad
An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem. 1527-1548 - Jinling Wang
Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations. 1549-1570 - Zhengqiu Zhang
Global Asymptotic Stability of Periodic Solutions for Neutral-Type Delayed BAM Neural Networks by Combining an Abstract Theorem of k-Set Contractive Operator with LMI Method. 1571-1588 - Yan Liu, Dakun Yang, Long Li, Jie Yang:
A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence. 1589-1609 - Guohua Yang
Hierarchical Dialog State Tracking with Unknown Slot Values. 1611-1625 - Peng Wan
α-Exponential Stability of Impulsive Fractional-Order Complex-Valued Neural Networks with Time Delays. 1627-1648 - Weichao Li, Fuxian Huang, Xi Li, Gang Pan, Fei Wu:
State Distribution-Aware Sampling for Deep Q-Learning. 1649-1660 - Xiwei Dong
Multi-view Intact Discriminant Space Learning for Image Classification. 1661-1685 - Xiaoxiao Li, Jiguo Yu
A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding. 1687-1703 - Mehran Mirkhan
Restricted Convolutional Neural Networks. 1705-1733 - Yunong Zhang
Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation. 1735-1753 - Chen Qiao
On the Flexible Dynamics Analysis for the Unified Discrete-Time RNNs. 1755-1771 - Yanjun Liu, Yu Qin, Junjian Huang
Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays. 1773-1787 - ChangSheng Yao, Qun Dai, Gang Song:
Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction. 1789-1829 - Zhibin Chen
Weighted Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays. 1831-1843 - Weining Zhang, Dong Wang, Xiaoyang Tan:
Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise. 1845-1860 - Weixin Zeng
Measuring Entity Relatedness via Entity and Text Joint Embedding. 1861-1875 - Zheng Liu, Haifeng Hu
Spatiotemporal Fusion Networks for Video Action Recognition. 1877-1890 - Junxuan Zhang, Haifeng Hu
Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description. 1891-1905 - (Withdrawn) Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review. 1907-1935
- Yuri Sousa Aurelio
Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function. 1937-1949 - Jinhua Lin, Yu Yao:
A Fast Algorithm for Convolutional Neural Networks Using Tile-based Fast Fourier Transforms. 1951-1967 - Kaizhong Guan
Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control. 1969-1992 - Xuanjiao Lv, Lin Xiao
Improved Gradient Neural Networks for Solving Moore-Penrose Inverse of Full-Rank Matrix. 1993-2005 - Xuechao Yan, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Yuhua Xu:
Adaptive State Estimation of Stochastic Delayed Neural Networks with Fractional Brownian Motion. 2007-2020
Volume 50, Number 3, December 2019
- Boheng Chen, Yige Wang, Gang Wei, Jie Li, Biyun Ma:
End-to-End Trained Sparse Coding Network with Spatial Pyramid Pooling for Image Classification. 2021-2036 - Enkh-Amgalan Boldbaatar
Breast Tumor Classification Using Fast Convergence Recurrent Wavelet Elman Neural Networks. 2037-2052 - R. Rakkiyappan, D. Gayathri, G. Velmurugan
Exponential Synchronization of Inertial Memristor-Based Neural Networks with Time Delay Using Average Impulsive Interval Approach. 2053-2071 - Wanli Zhang, Shiju Yang, Chuandong Li
Finite-Time and Fixed-Time Synchronization of Complex Networks with Discontinuous Nodes via Quantized Control. 2073-2086 - Guanhua Feng, Weifeng Liu
Hessian Regularized Distance Metric Learning for People Re-Identification. 2087-2100 - Junhong Wang, Shuliang Xu, Bingqian Duan, Caifeng Liu, Jiye Liang
An Ensemble Classification Algorithm Based on Information Entropy for Data Streams. 2101-2117 - Shuai Zhang, Yongqing Yang, Xin Sui:
The Intermittent Control Synchronization of Complex-Valued Memristive Recurrent Neural Networks with Time-Delays. 2119-2139 - Qing Tian, Meng Cao, Songcan Chen, Hujun Yin
Relationships Self-Learning Based Gender-Aware Age Estimation. 2141-2160 - Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang:
Two-Stage Method for Diagonal Recurrent Neural Network Identification of a High-Power Continuous Microwave Heating System. 2161-2182 - Lian Duan, Min Shi, Zengyun Wang, Lihong Huang:
Global Exponential Synchronization of Delayed Complex-Valued Recurrent Neural Networks with Discontinuous Activations. 2183-2200 - Peng Wan
Impulsive Stabilization and Synchronization of Fractional-Order Complex-Valued Neural Networks. 2201-2218 - Changjin Xu, Maoxin Liao, Peiluan Li, Ying Guo:
Bifurcation Analysis for Simplified Five-Neuron Bidirectional Associative Memory Neural Networks with Four Delays. 2219-2245 - Haimin Yang
Online Learning for Time Series Prediction of AR Model with Missing Data. 2247-2263 - Xugang Xi
Surface Electromyography-Based Daily Activity Recognition Using Wavelet Coherence Coefficient and Support Vector Machine. 2265-2280 - Shibaprasad Sen
Feature Selection for Recognition of Online Handwritten Bangla Characters. 2281-2304 - Chuan Luo, Chi Huang, Jinde Cao, Jianquan Lu, Wei Huang, Jianhua Guo
Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm. 2305-2322 - Linlin Chen, Degang Chen:
Alignment Based Feature Selection for Multi-label Learning. 2323-2344 - Diego P. P. Mesquita, João Paulo Pordeus Gomes
Artificial Neural Networks with Random Weights for Incomplete Datasets. 2345-2372 - Xiru Wu
Pinning Adaptive and Exponential Synchronization of Fractional-Order Uncertain Complex Neural Networks with Time-Varying Delays. 2373-2388 - Sumit Kumar
A Novel Noise-Enhanced Back-Propagation Technique for Weak Signal Detection in Neyman-Pearson Framework. 2389-2406 - Chaouki Aouiti
Finite-Time and Fixed-Time Synchronization of Inertial Cohen-Grossberg-Type Neural Networks with Time Varying Delays. 2407-2436 - Fengtao Wang
Remaining Life Prediction Method for Rolling Bearing Based on the Long Short-Term Memory Network. 2437-2454 - Zhenhua Wang, Gengsheng Ma, Dianyao Gong, Jie Sun, Dian-hua Zhang:
Application of Mind Evolutionary Algorithm and Artificial Neural Networks for Prediction of Profile and Flatness in Hot Strip Rolling Process. 2455-2479 - Zhan Lingli
Stable and Refined Style Transfer Using Zigzag Learning Algorithm. 2481-2492 - Shuo Shi, Min Xiao
Dynamic Optimization of Neuron Systems with Leakage Delay and Distributed Delay via Hybrid Control. 2493-2514 - Lulu Li
Synchronization of Coupled Complex-Valued Impulsive Neural Networks with Time Delays. 2515-2527 - Xiaona Song
Memory-based State Estimation of T-S Fuzzy Markov Jump Delayed Neural Networks with Reaction-Diffusion Terms. 2529-2546 - Guo Luo
Synchronizing Chaotic Systems with Uncertain Model and Unknown Interference Using Sliding Mode Control and Wavelet Neural Networks. 2547-2565 - Hong-Bing Huang, Zhi-Hong Xie:
Generalized Regression Neural Network Optimized by Genetic Algorithm for Solving Out-of-Sample Extension Problem in Supervised Manifold Learning. 2567-2593 - Domonkos Varga
No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features. 2595-2608 - Bin Yang
A New Complex-Valued Polynomial Model. 2609-2626 - Kamaledin Ghiasi-Shirazi
Generalizing the Convolution Operator in Convolutional Neural Networks. 2627-2646 - Weihua Wang
Learning Morpheme Representation for Mongolian Named Entity Recognition. 2647-2664 - Jin Yin, Pengfei Xia
Online Hard Region Mining for Semantic Segmentation. 2665-2679 - Chong Liu
An Analysis of IRL-Based Optimal Tracking Control of Unknown Nonlinear Systems with Constrained Input. 2681-2700 - Zhongqiang Wu
The Parameter Identification of PMSM Based on Improved Cuckoo Algorithm. 2701-2715 - Viacheslav Osaulenko
Increasing Capacity of Association Memory by Means of Synaptic Clustering. 2717-2730 - Zhi-Ming Wang
Sample Based Fast Adversarial Attack Method. 2731-2744 - Hossein Sadr
A Robust Sentiment Analysis Method Based on Sequential Combination of Convolutional and Recursive Neural Networks. 2745-2761 - Salihu A. Abdulkarim
Time Series Forecasting Using Neural Networks: Are Recurrent Connections Necessary? 2763-2795 - Lichao Feng, Jinde Cao
Exponential Stabilization for Hybrid Recurrent Neural Networks by Delayed Noises Rooted in Discrete Observations of State and Mode. 2797-2819 - Zhengguo Huang, Hao Shen, Jianwei Xia, Xia Huang
Extended H∞ Synchronization Control for Switched Neural Networks with Multi Quantization Densities Based on a Persistent Dwell-Time Approach. 2821-2841 - Yilan Wang, Jing Liu:
A Stable, Unified Density Controlled Memetic Algorithm for Gene Regulatory Network Reconstruction Based on Sparse Fuzzy Cognitive Maps. 2843-2870 - Jie Hou, Yanli Huang
Finite-Time Anti-synchronization of Multi-weighted Coupled Neural Networks With and Without Coupling Delays. 2871-2898 - Weiqi Zhang, Zifei Yan
Learning Distance Metric for Support Vector Machine: A Multiple Kernel Learning Approach. 2899-2923 - M. Kalpana
Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs. 2925-2944 - Limin Zhang, Junpeng Li, Hongjiu Yang:
T-S Fuzzy Model Identification with Sparse Bayesian Techniques. 2945-2962 - Ling Ren, Guoshan Zhang
Optimal Output Feedback Control of Nonlinear Partially-Unknown Constrained-Input Systems Using Integral Reinforcement Learning. 2963-2989 - Tingting Shan, Mingyan Jiang:
Fisher Discriminative Coupled Dictionaries Learning. 2991-3008 - Eiji Mizutani
A Note on Liao's Recurrent Neural-Network Learning for Discrete Multi-stage Optimal Control Problems. 3009-3018 - Arpan Jain, Apoorva Mishra
A Novel Genetically Optimized Convolutional Neural Network for Traffic Sign Recognition: A New Benchmark on Belgium and Chinese Traffic Sign Datasets. 3019-3043 - Alireza Shojaeifard, Ali Nakhaei Amroudi, Amin Mansoori
Projection Recurrent Neural Network Model: A New Strategy to Solve Weapon-Target Assignment Problem. 3045-3057
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