NPL - 2019 - volume 50 论文列表 |
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Volume 50, Number 3, December 2019
Alireza Shojaeifard Ali Nakhaei Amroudi Amin Mansoori Majid Erfanian
A Novel Genetically Optimized Convolutional Neural Network for Traffic Sign Recognition: A New Benchmark on Belgium and Chinese Traffic Sign Datasets.
Arpan Jain Apoorva Mishra Anupam Shukla Ritu Tiwari
A Note on Liao's Recurrent Neural-Network Learning for Discrete Multi-stage Optimal Control Problems. Fisher Discriminative Coupled Dictionaries Learning. Optimal Output Feedback Control of Nonlinear Partially-Unknown Constrained-Input Systems Using Integral Reinforcement Learning.Ling Ren Guoshan Zhang Chaoxu Mu
T-S Fuzzy Model Identification with Sparse Bayesian Techniques.Limin Zhang Junpeng Li Hongjiu Yang
Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs.M. Kalpana Kuru Ratnavelu P. Balasubramaniam Wan Ainun Mior Othman
Learning Distance Metric for Support Vector Machine: A Multiple Kernel Learning Approach.Weiqi Zhang Zifei Yan Gang Xiao Hongzhi Zhang Wangmeng Zuo
Finite-Time Anti-synchronization of Multi-weighted Coupled Neural Networks With and Without Coupling Delays. A Stable, Unified Density Controlled Memetic Algorithm for Gene Regulatory Network Reconstruction Based on Sparse Fuzzy Cognitive Maps. Extended H∞ Synchronization Control for Switched Neural Networks with Multi Quantization Densities Based on a Persistent Dwell-Time Approach.Zhengguo Huang Hao Shen Jianwei Xia Xia Huang Jian Wang
Exponential Stabilization for Hybrid Recurrent Neural Networks by Delayed Noises Rooted in Discrete Observations of State and Mode.Lichao Feng Jinde Cao Jun Hu Zhihui Wu Leszek Rutkowski
Time Series Forecasting Using Neural Networks: Are Recurrent Connections Necessary?Salihu A. Abdulkarim Andries P. Engelbrecht
A Robust Sentiment Analysis Method Based on Sequential Combination of Convolutional and Recursive Neural Networks.Hossein Sadr Mir Mohsen Pedram Mohammad Teshnehlab
Sample Based Fast Adversarial Attack Method.Zhi-Ming Wang Meng-Ting Gu Jia-Hui Hou
Increasing Capacity of Association Memory by Means of Synaptic Clustering.Viacheslav Osaulenko Bernard Girau Oleksandr Makarenko Patrick Henaff
The Parameter Identification of PMSM Based on Improved Cuckoo Algorithm. An Analysis of IRL-Based Optimal Tracking Control of Unknown Nonlinear Systems with Constrained Input.Chong Liu Huaguang Zhang He Ren Yuling Liang
Online Hard Region Mining for Semantic Segmentation.Jin Yin Pengfei Xia Jingsong He
Learning Morpheme Representation for Mongolian Named Entity Recognition.Weihua Wang Feilong Bao Guanglai Gao
Generalizing the Convolution Operator in Convolutional Neural Networks. A New Complex-Valued Polynomial Model. No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features. Generalized Regression Neural Network Optimized by Genetic Algorithm for Solving Out-of-Sample Extension Problem in Supervised Manifold Learning. Synchronizing Chaotic Systems with Uncertain Model and Unknown Interference Using Sliding Mode Control and Wavelet Neural Networks.Guo Luo Zhi Yang Kongming Peng
Memory-based State Estimation of T-S Fuzzy Markov Jump Delayed Neural Networks with Reaction-Diffusion Terms.Xiaona Song Jingtao Man Zhumu Fu Mi Wang Junwei Lu
Synchronization of Coupled Complex-Valued Impulsive Neural Networks with Time Delays. Dynamic Optimization of Neuron Systems with Leakage Delay and Distributed Delay via Hybrid Control.Shuo Shi Min Xiao Binbin Tao Jinxing Lin Zunshui Cheng
Stable and Refined Style Transfer Using Zigzag Learning Algorithm. Application of Mind Evolutionary Algorithm and Artificial Neural Networks for Prediction of Profile and Flatness in Hot Strip Rolling Process.Zhenhua Wang Gengsheng Ma Dianyao Gong Jie Sun Dian-hua Zhang
Remaining Life Prediction Method for Rolling Bearing Based on the Long Short-Term Memory Network.Fengtao Wang Xiaofei Liu Gang Deng Xiaoguang Yu Hongkun Li Qingkai Han
Finite-Time and Fixed-Time Synchronization of Inertial Cohen-Grossberg-Type Neural Networks with Time Varying Delays.Chaouki Aouiti El Abed Assali Youssef El Foutayeni
A Novel Noise-Enhanced Back-Propagation Technique for Weak Signal Detection in Neyman-Pearson Framework.Sumit Kumar Ayush Kumar Rajib Kumar Jha
Pinning Adaptive and Exponential Synchronization of Fractional-Order Uncertain Complex Neural Networks with Time-Varying Delays. Artificial Neural Networks with Random Weights for Incomplete Datasets.Diego P. P. Mesquita João Paulo Pordeus Gomes Leonardo Ramos Rodrigues
Alignment Based Feature Selection for Multi-label Learning. Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm.Chuan Luo Chi Huang Jinde Cao Jianquan Lu Wei Huang Jianhua Guo Yun Wei
Feature Selection for Recognition of Online Handwritten Bangla Characters.Shibaprasad Sen Mridul Mitra Ankan Bhattacharyya Ram Sarkar Friedhelm Schwenker Kaushik Roy
Surface Electromyography-Based Daily Activity Recognition Using Wavelet Coherence Coefficient and Support Vector Machine.Xugang Xi Chen Yang Jiahao Shi Zhizeng Luo Yun-Bo Zhao
Online Learning for Time Series Prediction of AR Model with Missing Data.Haimin Yang Zhisong Pan Qing Tao
Bifurcation Analysis for Simplified Five-Neuron Bidirectional Associative Memory Neural Networks with Four Delays.Changjin Xu Maoxin Liao Peiluan Li Ying Guo
Impulsive Stabilization and Synchronization of Fractional-Order Complex-Valued Neural Networks. Global Exponential Synchronization of Delayed Complex-Valued Recurrent Neural Networks with Discontinuous Activations.Lian Duan Min Shi Zengyun Wang Lihong Huang
Two-Stage Method for Diagonal Recurrent Neural Network Identification of a High-Power Continuous Microwave Heating System.Tong Liu Shan Liang Qingyu Xiong Kai Wang
Relationships Self-Learning Based Gender-Aware Age Estimation.Qing Tian Meng Cao Songcan Chen Hujun Yin
The Intermittent Control Synchronization of Complex-Valued Memristive Recurrent Neural Networks with Time-Delays.Shuai Zhang Yongqing Yang Xin Sui
An Ensemble Classification Algorithm Based on Information Entropy for Data Streams.Junhong Wang Shuliang Xu Bingqian Duan Caifeng Liu Jiye Liang
Hessian Regularized Distance Metric Learning for People Re-Identification.Guanhua Feng Weifeng Liu Dapeng Tao Yicong Zhou
Finite-Time and Fixed-Time Synchronization of Complex Networks with Discontinuous Nodes via Quantized Control.Wanli Zhang Shiju Yang Chuandong Li Zunbin Li
Exponential Synchronization of Inertial Memristor-Based Neural Networks with Time Delay Using Average Impulsive Interval Approach.R. Rakkiyappan D. Gayathri G. Velmurugan Jinde Cao
Breast Tumor Classification Using Fast Convergence Recurrent Wavelet Elman Neural Networks. End-to-End Trained Sparse Coding Network with Spatial Pyramid Pooling for Image Classification.Volume 50, Number 2, October 2019
Xuechao Yan Dongbing Tong Qiaoyu Chen Wuneng Zhou Yuhua Xu
Improved Gradient Neural Networks for Solving Moore-Penrose Inverse of Full-Rank Matrix.Xuanjiao Lv Lin Xiao Zhiguo Tan Zhi Yang Junying Yuan
Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control. A Fast Algorithm for Convolutional Neural Networks Using Tile-based Fast Fourier Transforms. Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function.Yuri Sousa Aurelio Gustavo Matheus de Almeida Cristiano Leite Castro Antônio de Pádua Braga
Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review.Saroj Kumar Pandey Rekh Ram Janghel
Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description. Spatiotemporal Fusion Networks for Video Action Recognition.Zheng Liu Haifeng Hu Junxuan Zhang
Measuring Entity Relatedness via Entity and Text Joint Embedding.Weixin Zeng Jiuyang Tang Xiang Zhao
Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise.Weining Zhang Dong Wang Xiaoyang Tan
Weighted Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays. Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction.ChangSheng Yao Qun Dai Gang Song
Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays.Yanjun Liu Yu Qin Junjian Huang Tingwen Huang Xinbo Yang
On the Flexible Dynamics Analysis for the Unified Discrete-Time RNNs. Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation.Yunong Zhang Jinjin Guo Binbin Qiu Wan Li
Restricted Convolutional Neural Networks.Mehran Mirkhan Mohammad Reza Meybodi
A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding.Xiaoxiao Li Jiguo Yu Shuai Li Zehui Shao Lina Ni
Multi-view Intact Discriminant Space Learning for Image Classification.Xiwei Dong Fei Wu Xiao-Yuan Jing Songsong Wu
State Distribution-Aware Sampling for Deep Q-Learning.Weichao Li Fuxian Huang Xi Li Gang Pan Fei Wu
α-Exponential Stability of Impulsive Fractional-Order Complex-Valued Neural Networks with Time Delays. Hierarchical Dialog State Tracking with Unknown Slot Values.Guohua Yang Xiaojie Wang Caixia Yuan
A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence.Yan Liu Dakun Yang Long Li Jie Yang
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. Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations.Jinling Wang Haijun Jiang Tianlong Ma Cheng Hu
An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem.Mohammad Eshaghnezhad Freydoon Rahbarnia Sohrab Effati Amin Mansoori
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes.Shikai Guo Yaqing Liu Rong Chen Xiao Sun Xiangxin Wang
A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights.Tao Song Shanchen Pang Shaohua Hao Alfonso Rodríguez-Patón Pan Zheng
Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition. Multi-view Opinion Mining with Deep Learning.Ping Huang Xijiong Xie Shiliang Sun
Recursive Particle Filter-Based RBF Network on Time Series Prediction of Measurement Data. Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines.Jakub M. Tomczak Szymon Zareba Siamak Ravanbakhsh Russell Greiner
Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays.Yali Dong Liangliang Guo Jing Hao Tianrui Li
Calibrated Multi-label Classification with Label Correlations.Zhi-Fen He Ming Yang Hui-Dong Liu Lei Wang
Multi-step Training of a Generalized Linear Classifier.Kanishka Tyagi Michael T. Manry
Global Asymptotic Stability of Periodic Solutions for Discrete Time Delayed BAM Neural Networks by Combining Coincidence Degree Theory with LMI Method.Ling Ren Xuejun Yi Zhengqiu Zhang
Discriminative Graph Based Similarity Boosting. Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine. Efficient Large Margin-Based Feature Extraction. On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays. Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning.Huibin Tan Xiang Zhang Long Lan Xuhui Huang Zhigang Luo
A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine.Yanjiao Li Sen Zhang Yixin Yin Jie Zhang Wendong Xiao
Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network.Yuebing Xu Jing Zhang Zuqiang Long Mingyang Lv
Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm.Hongli Sun Muzhou Hou Yunlei Yang Tianle Zhang Futian Weng Feng Han
Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay.Xiaolin Xiong Rongqiang Tang Xinsong Yang
Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control. Competitive Cross-Entropy Loss: A Study on Training Single-Layer Neural Networks for Solving Nonlinearly Separable Classification Problems. Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine. Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints.Cong Hu Xiao-Jun Wu Zhenqiu Shu
New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties.Mai Viet Thuan Dinh Cong Huong Duong Thi Hong
Synchronization for Nonlinear Complex Spatio-Temporal Networks with Multiple Time-Invariant Delays and Multiple Time-Varying Delays.Chengdong Yang Tingwen Huang Kejia Yi Ancai Zhang Xiangyong Chen Zhenxing Li Jianlong Qiu Fuad E. Alsaadi
An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation.Lai Wei Yan Zhang Jun Yin Rigui Zhou Changming Zhu Xiafeng Zhang
Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions.Volume 50, Number 1, August 2019
Chongsheng Zhang Yuan Zhang Xianjin Shi George Almpanidis Gaojuan Fan Xiajiong Shen
An Efficient SMO Algorithm for Solving Non-smooth Problem Arising in ε -Insensitive Support Vector Regression. Synthesization of Multi-valued Associative High-Capacity Memory Based on Continuous Networks with a Class of Non-smooth Linear Nondecreasing Activation Functions.Chunlin Sha Hongyong Zhao Yuan Yuan Yuzhen Bai
Classification of Gait Patterns Using Kinematic and Kinetic Features, Gait Dynamics and Neural Networks in Patients with Unilateral Anterior Cruciate Ligament Deficiency.Wei Zeng Shiek Abdullah Ismail Yoong Ping Lim Richard Smith Evangelos Pappas
Stability Analysis for a Class of Impulsive Bidirectional Associative Memory (BAM) Neural Networks with Distributed Delays and Leakage Time-Varying Delays. Corpus Analysis Using Relaxed Conjugate Gradient Neural Network Training Algorithm. A New LMI Approach to Finite and Fixed Time Stabilization of High-Order Class of BAM Neural Networks with Time-Varying Delays.Chaouki Aouiti Xiaodi Li Foued Miaadi
From Night to Day: GANs Based Low Quality Image Enhancement.Yingying Meng Deqiang Kong Zhenfeng Zhu Yao Zhao
Robust Affine Subspace Clustering via Smoothed ℓ0-Norm. Application of Strong Arcs in m-Polar Fuzzy Graphs.Sonia Mandal Sankar Sahoo Ganesh Ghorai Madhumangal Pal
A Comparative Study of Suitability of Certain Features in Classification of Bharatanatyam Mudra Images Using Artificial Neural Network.Basavaraj S. Anami Venkatesh A. Bhandage
Exponential Stability of Positive Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays. Fuzzy One-Class Extreme Auto-encoder.Hualong Yu Dan Sun Xiaoyan Xi Xibei Yang Shang Zheng Qi Wang
Event-Triggered Distributed Cooperative Learning Algorithms over Networks via Wavelet Approximation. An Alternative Approach for Setting the Optimum Coupling Parameters Among the Neural Central Pattern Generators Considering the Amplitude and the Phase Error Calculations. An Ar2p Deep Learning Architecture for the Discovery and the Selection of Features.Eduard Puerto José Aguilar R. Vargas J. Reyes
Finite-Time Stability for Caputo-Katugampola Fractional-Order Time-Delayed Neural Networks.Assaad Jmal Abdellatif Ben Makhlouf A. M. Nagy Omar Naifar
New Results on Periodicity of Non-autonomous Inertial Neural Networks Involving Non-reduced Order Method.Chuangxia Huang Luanshan Yang Bingwen Liu
Stability Analysis of Fractional Order Hopfield Neural Networks with Optimal Discontinuous Control. Asymptotical Stability of Riemann-Liouville Fractional-Order Neutral-Type Delayed Projective Neural Networks.Jin-dong Li Zeng-bao Wu Nan-Jing Huang
Adaptive Syncretic Attention for Constrained Image Captioning. Weighted Channel-Wise Decomposed Convolutional Neural Networks.Yao Lu Guangming Lu Yuanrong Xu
Synchronization of Switched Coupled Neural Networks with Distributed Impulsive Effects: An Impulsive Strength Dependent Approach.Huan Zhang Wenbing Zhang Qingying Miao Ying Cui
A Forecasting Framework Based on Kalman Filter Integrated Multivariate Local Polynomial Regression: Application to Urban Water Demand.Guoqiang Chen Tianyu Long Yun Bai Jin Zhang
Sign Normalised Hammerstein Spline Adaptive Filtering Algorithm in an Impulsive Noise Environment. Exponential Synchronization of Stochastic Memristive Neural Networks with Time-Varying Delays.Ruoxia Li Xingbao Gao Jinde Cao
General Decay Lag Synchronization for Competitive Neural Networks with Constant Delays.Malika Sader Abdujelil Abdurahman Haijun Jiang
Image Caption with Endogenous-Exogenous Attention. Stability Analysis in a Class of Markov Switched Stochastic Hopfield Neural Networks. Age-Invariant Face Recognition Using Coupled Similarity Reference Coding. Action Recognition Using Multiple Pooling Strategies of CNN Features.Haifeng Hu Zhongke Liao Xiang Xiao
Sampled-Data State Estimation of Neutral Type Neural Networks with Mixed Time-Varying Delays.M. Syed Ali Nallappan Gunasekaran Young Hoon Joo
Stability Switches and Hopf Bifurcation of a Neuron System with both Leakage and Distributed Delays.Yi Yao Min Xiao Jinde Cao Chengdai Huang Qiankun Song
Improved GNN Models for Constant Matrix Inversion.Predrag S. Stanimirovic Marko D. Petkovic
Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales.Chaouki Aouiti El Abed Assali Imen Ben Gharbia
Multi-object Tracking by Joint Detection and Identification Learning.Bo Ke Huicheng Zheng Lvran Chen Zhiwei Yan Ye Li
Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network. Graph Regularized Sparse Autoencoders with Nonnegativity Constraints.Yueyang Teng Yichao Liu Jinliang Yang Chen Li Shouliang Qi Yan Kang Fenglei Fan Ge Wang
Robust H∞ Filtering of Stochastic Switched Complex Dynamical Networks with Parameter Uncertainties, Disturbances, and Time-Varying Delays.M. Syed Ali J. Yogambigai Faris Alzahrani
Semi-supervised One-Pass Multi-view Learning with Variable Features and Views. A Primal Framework for Indefinite Kernel Learning.Hui Xue Lin Wang Songcan Chen Yunyun Wang
Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning.Younghoon Lee Minki Chung Sungzoon Cho Jinhae Choi
Piecewise Polynomial Activation Functions for Feedforward Neural Networks.Ezequiel López-Rubio Francisco Ortega-Zamorano Enrique Domínguez José Muñoz-Pérez
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory.Pengfei Cao Zhongyi Yang Liang Sun Yanchun Liang Mary Qu Yang Renchu Guan
SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks. Enhance the Performance of Deep Neural Networks via L2 Regularization on the Input of Activations.Guang Shi Jiangshe Zhang Huirong Li Changpeng Wang
Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies.Munish Kumar Simpel Rani Jindal Manish Kumar Jindal Gurpreet Singh Lehal
LocalBoost: A Parallelizable Approach to Boosting Classifiers. H∞ State Estimation for Stochastic Jumping Neural Networks with Fading Channels Over a Finite-Time Interval.