NPL - 2020 - volume 51 论文列表 |
| 点击这里查看 Neural Processing Letters 的JCR分区、影响因子等信息 |
Volume 51, Number 3, June 2020
Xiaofeng Shu Yi Zhou Hongqing Liu Trieu-Kien Truong
Passivity Analysis of Non-autonomous Discrete-Time Inertial Neural Networks with Time-Varying Delays. Md-Net: Multi-scale Dilated Convolution Network for CT Images Segmentation.
Haiying Xia Weifan Sun Shuxiang Song Xiangwei Mou
Legendre Neural Network Method for Several Classes of Singularly Perturbed Differential Equations Based on Mapping and Piecewise Optimization Technology.Hongliang Liu Baixue Xing Zhen Wang Lijuan Li
Electrical Resistivity Inversion Based on a Hybrid CCSFLA-MSVR Method.Feibo Jiang Li Dong Qianwei Dai
Optimizing Deep Feedforward Neural Network Architecture: A Tabu Search Based Approach. Deep Convolutional Generalized Classifier Neural Network.Mehmet Sarigul Buse Melis Ozyildirim Mutlu Avci
Deep Learning Based Application for Indoor Scene Recognition.Mouna Afif Riadh Ayachi Yahia Said Mohamed Atri
A Metaphor Comprehension Method Based on Culture-Related Hierarchical Semantic Model.Chang Su Ying Peng Shuman Huang Yijiang Chen
A Balanced Feature Fusion SSD for Object Detection.Hui Zhao Zhiwei Li Lufa Fang Tianqi Zhang
Dual Global Structure Preservation Based Supervised Feature Selection.Qing Ye Xiaolong Zhang Yaxin Sun
Task-Independent Spiking Central Pattern Generator: A Learning-Based Approach.Elie Aljalbout Florian Walter Florian Röhrbein Alois C. Knoll
RSDCN: A Road Semantic Guided Sparse Depth Completion Network.Nan Zou Zhiyu Xiang Yiman Chen
Intuitionistic Fuzzy Proximal Support Vector Machines for Pattern Classification.Scindhiya Laxmi Shiv Kumar Gupta
Impulsive-Interaction-Driven Synchronization in an Array of Coupled Neural Networks.Nan Wang Xuechen Li Jianquan Lu
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising.Ruijun Ma Bob Zhang Haifeng Hu
Stacked Fusion Supervised Auto-encoder with an Additional Classification Layer.Rui Li Xiaodan Wang Wen Quan Lei Lei
Regularized Negative Label Relaxation Least Squares Regression for Face Recognition.Kai He Yali Peng Shigang Liu Jun Li
Asymptotic Stability and Polynomial Stability of Impulsive Cohen-Grossberg Neural Networks with Multi-proportional Delays. Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network.Shikai Guo Xinyi Zhang Xi Yang Rong Chen Chen Guo Hui Li Tingting Li
Infrared Image Extraction Algorithm Based on Adaptive Growth Immune Field. Traffic Sign Recognition in Harsh Environment Using Attention Based Convolutional Pooling Neural Network.Jun Ho Chung Dong Won Kim Tae Koo Kang Myo Taeg Lim
Global Exponential Stability of High-Order Bidirectional Associative Memory (BAM) Neural Networks with Proportional Delays.Jiacheng Zu Zhixian Yu Yanling Meng
Neural Network-Based Optimal Tracking Control of Continuous-Time Uncertain Nonlinear System via Reinforcement Learning. Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders.Qian Lin Jing Yang Xiangwen Zhang Hongji Wang Yaojie Lu Jinsong Su
Distributed Pinning Impulsive Control for Inner-Outer Synchronization of Dynamical Networks on Time Scales. Multi-weighted Complex Structure on Fractional Order Coupled Neural Networks with Linear Coupling Delay: A Robust Synchronization Problem.A. Pratap Ramachandran Raja Ravi P. Agarwal Jinde Cao Ovidiu Bagdasar
Constrained PSO Based Center Selection for RBF Networks Under Concurrent Fault Situation.Jing Dong Yuxin Zhao Chang Liu
Selective Embedding with Gated Fusion for 6D Object Pose Estimation.Shantong Sun Rongke Liu Qiuchen Du Shuqiao Sun
Visual Sentiment Prediction with Attribute Augmentation and Multi-attention Mechanism.Zhuanghui Wu Min Meng Jigang Wu
Anti-periodic Oscillations of Fuzzy Delayed Cellular Neural Networks with Impulse on Time Scales.Changjin Xu Maoxin Liao Peiluan Li Zixin Liu
Automatic Semantic Segmentation with DeepLab Dilated Learning Network for Change Detection in Remote Sensing Images. Finite-Time and Fixed-Time Non-chattering Control for Inertial Neural Networks with Discontinuous Activations and Proportional Delay.Dengguo Xu Xinsong Yang Rongqiang Tang
Robust Exponential Stability for Discrete-Time Quaternion-Valued Neural Networks with Time Delays and Parameter Uncertainties.Yuanshun Tan Xiaodong Wang Jin Yang Jin Hu
Efficient Strategies of Static Features Incorporation into the Recurrent Neural Network.Grzegorz Miebs Malgorzata Mochol-Grzelak Adam Karaszewski Rafal A. Bachorz
Deep Dual-Stream Network with Scale Context Selection Attention Module for Semantic Segmentation.Yifu Liu Chenfeng Xu Zhihong Chen Chao Chen Han Zhao Xinyu Jin
An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation.Mouna Afif Riadh Ayachi Yahia Said Edwige E. Pissaloux Mohamed Atri
Superpixels Features Extractor Network (SP-FEN) for Clothing Parsing Enhancement.A. Mustafa Ihsan Chu Kiong Loo Sinan A. Naji Manjeevan Seera
Stepanov-Like Pseudo Almost Periodic Solution of Quaternion-Valued for Fuzzy Recurrent Neural Networks with Mixed Delays.Farouk Chérif Meryem Abdelaziz
On Impulsive Synchronization Control for Coupled Inertial Neural Networks with Pinning Control.Tianhu Yu Huamin Wang Jinde Cao Yang Yang
A Neural Network Study of Blasius Equation. State Estimation of Quaternion-Valued Neural Networks with Leakage Time Delay and Mixed Two Additive Time-Varying Delays. Blind Image Deconvolution via Enhancing Significant Segments.Xiaolei Jiang Erchong Liao Xiaofeng Liu
An End-to-End Perceptual Quality Assessment Method via Score Distribution Prediction.Jing Liu Jingting Wang Weizhi Nie Yuting Su Anan Liu
Inferring Personality Traits from Attentive Regions of User Liked Images Via Weakly Supervised Dual Convolutional Network.Hancheng Zhu Leida Li Hongyan Jiang Allen Tan
Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification.Suqi Zhang Xinyun Xu Yanwei Pang Jungong Han
Correction to: Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. Visual Sentiment Analysis by Combining Global and Local Information. Learning Multi-level Deep Representations for Image Emotion Classification.Volume 51, Number 2, April 2020
Mittapalle Kiran Reddy K. Sreenivasa Rao
Image Inpainting: A Review.Omar Elharrouss Noor Almaadeed Somaya Al-Máadeed Younes Akbari
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems.Maria Tzelepi Anastasios Tefas
An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance. ANN Based Solution of Uncertain Linear Systems of Equations.Sumit Kumar Jeswal Snehashish Chakraverty
H∞ Filtering for Markov Jump Neural Networks Subject to Hidden-Markov Mode Observation and Packet Dropouts via an Improved Activation Function Dividing Method.Feng Li Jianrong Zhao Shuai Song Xia Huang Hao Shen
Finite-Time Synchronization of Coupled Inertial Memristive Neural Networks with Mixed Delays via Nonlinear Feedback Control.Cuiping Yang Zuoliang Xiong Tianqing Yang
Feature Enhancement for Multi-scale Object Detection.Huicheng Zheng Jiajie Chen Lvran Chen Ye Li Zhiwei Yan
Memristor Crossbar Array Based ACO For Image Edge Detection.Yongbin Yu Quanxin Deng Liyong Ren Tashi Nyima
Performance Evaluation of a New BP Algorithm for a Modified Artificial Neural Network. Global Lagrange Stability of Inertial Neutral Type Neural Networks with Mixed Time-Varying Delays. Lagrange Stability for Delayed-Impulses in Discrete-Time Cohen-Grossberg Neural Networks with Delays.Wenlin Jiang Liangliang Li Zhengwen Tu Yuming Feng
A Novel Model Predictive Runge-Kutta Neural Network Controller for Nonlinear MIMO Systems. Daily Activity Feature Selection in Smart Homes Based on Pearson Correlation Coefficient.Yaqing Liu Yong Mu Keyu Chen Yiming Li Jinghuan Guo
Sp-Almost Periodic Solutions of Clifford-Valued Fuzzy Cellular Neural Networks with Time-Varying Delays. Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm.Hong Lu Qinghua Zhao Xiaoshuang Sang Jianfeng Lu
General and Improved Five-Step Discrete-Time Zeroing Neural Dynamics Solving Linear Time-Varying Matrix Equation with Unknown Transpose.Chaowei Hu Yunong Zhang Xiangui Kang
Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation.Paulo H. M. Ferreira Aluizio F. R. Araújo
Generating Text Sequence Images for Recognition.Yanxiang Gong Linjie Deng Zheng Ma Mei Xie
Exponential Lag Synchronization and Global Dissipativity for Delayed Fuzzy Cohen-Grossberg Neural Networks with Discontinuous Activations.Meryem Abdelaziz Farouk Chérif
Quantitative Analysis in Delayed Fractional-Order Neural Networks. A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices.Edoardo Ragusa Christian Gianoglio Rodolfo Zunino Paolo Gastaldo
Maintenance Personnel Detection and Analysis Using Mask-RCNN Optimization on Power Grid Monitoring Video.Tong Chen Ying Jiang Wang Jian Lanxin Qiu Huan Liu Zhaolin Xiao
Multi-parallel Extreme Learning Machine with Excitatory and Inhibitory Neurons for Regression. Global Attractor of Reaction-Diffusion Gene Regulatory Networks with S-Type Delay.Xiao Liang Xianglai Zhuo Ruili Wang
The Optimization of Synchronization Control Parameters for Fractional-Order Delayed Memristive Neural Networks Using SIWPSO.Qi Chang Aihua Hu Yongqing Yang Li Li
Attention-Based Generative Adversarial Network for Semi-supervised Image Classification.Xuezhi Xiang Zeting Yu Ning Lv Xiangdong Kong Abdulmotaleb El-Saddik
Finite-Time Mittag-Leffler Stability of Fractional-Order Quaternion-Valued Memristive Neural Networks with Impulses.A. Pratap Ramachandran Raja Jehad O. Alzabut Joseph Dianavinnarasi Jinde Cao Grienggrai Rajchakit
Synchronization Control of Quaternion-Valued Neural Networks with Parameter Uncertainties.Hongzhi Wei Baowei Wu Ruoxia Li
Semi-supervised Fuzzy Min-Max Neural Network for Data Classification.Jinhai Liu Yanjuan Ma Fuming Qu Dong Zang
Joint Robust Transfer Metric and Adaptive Transfer Function Learning.Samaneh Azarbarzin Fatemeh Afsari
Parameters Sharing in Residual Neural Networks. Finite-Time L∞ Performance State Estimation of Recurrent Neural Networks with Sampled-Data Signals.Nallappan Gunasekaran M. Syed Ali S. Pavithra
Almost Automorphic Solutions in Distribution Sense of Quaternion-Valued Stochastic Recurrent Neural Networks with Mixed Time-Varying Delays. Fast Synchronization of Complex Networks via Aperiodically Intermittent Sliding Mode Control.Yihan Fan Jun Mei Hongmei Liu Yuling Fan Fuxiang Liu Yanjuan Zhang
Complex Varying-Parameter Zhang Neural Networks for Computing Core and Core-EP Inverse.Mengmeng Zhou Jianlong Chen Predrag S. Stanimirovic Vasilios N. Katsikis Haifeng Ma
DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks.Hengyue Pan Xin Niu Rongchun Li Siqi Shen Yong Dou
Stability Analysis on Cohen-Grossberg Neural Networks with Saturated Impulse Inputs. A Feature Selection Algorithm Based on Equal Interval Division and Minimal-Redundancy-Maximal-Relevance.Xiangyuan Gu Jichang Guo Lijun Xiao Tao Ming Chongyi Li
Compressive Sensing of Multichannel EEG Signals Based on Graph Fourier Transform and Cosparsity.Xiuming Zou Lei Feng Huaijiang Sun
Piecewise Pseudo Almost-Periodic Solutions of Impulsive Fuzzy Cellular Neural Networks with Mixed Delays.Chaouki Aouiti Imen Ben Gharbia
Bi-directional LSTM Model with Symptoms-Frequency Position Attention for Question Answering System in Medical Domain.Mingwen Bi Qingchuan Zhang Min Zuo Zelong Xu Qingyu Jin
Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit. Localization Approach for Tracking the Mobile Nodes Using FA Based ANN in Subterranean Wireless Sensor Networks. Neural Network-Based Hybrid Position/Force Tracking Control for Robotic Systems Without Velocity Measurement.Jinzhu Peng Shuai Ding Zeqi Yang Fangfang Zhang
Mutual Improvement Between Temporal Ensembling and Virtual Adversarial Training.Wei Zhou Cheng Lian Zhigang Zeng Yixin Su
A Smoothing Algorithm with Constant Learning Rate for Training Two Kinds of Fuzzy Neural Networks and Its Convergence.Long Li Zhijun Qiao Zuqiang Long
Multi-layer Adaptive Feature Fusion for Semantic Segmentation. Image Set-Oriented Dual Linear Discriminant Regression Classification and Its Kernel Extension. Stability of Impulsive Stochastic Reaction Diffusion Recurrent Neural Network.Volume 51, Number 1, February 2020
Xingli Yang Yu Wang Ruibo Wang Mengmeng Chen Jihong Li
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization.Wenju Xu Yuanwei Wu Wenchi Ma Guanghui Wang
Second Order Training and Sizing for the Multilayer Perceptron.Kanishka Tyagi Son Nguyen Rohit Rawat Michael T. Manry
Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme. Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization.Waheed Ali H. M. Ghanem Aman Jantan
Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching.Pep Santacruz Francesc Serratosa
A Novel Delay-Dependent Criterion for Global Power Stability of Cellular Neural Networks with Proportional Delay. Deep Feature Fusion for High-Resolution Aerial Scene Classification. Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning.Riadh Ayachi Mouna Afif Yahia Said Mohamed Atri
AR-ARCH Type Artificial Neural Network for Forecasting.Burcin Seyda Corba Erol Egrioglu Ali Zafer Dalar
Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification. Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training.Cody Dennis Beatrice M. Ombuki-Berman Andries P. Engelbrecht
A Discriminative Approach to Sentiment Classification.Guangmin Li Zhiwei Lin Hui Wang Xin Wei
Non-negative Matrix Factorization with Symmetric Manifold Regularization.Shangming Yang Yongguo Liu Qiaoqin Li Wen Yang Yi Zhang Chuanbiao Wen
Higher-Order ZNN Dynamics.Predrag S. Stanimirovic Vasilios N. Katsikis Shuai Li
An Improved Flower Pollination Algorithm with Three Strategies and Its Applications. Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection. Discriminative Face Recognition Methods with Structure and Label Information via l2-Norm Regularization.Keqi Wang Haifeng Hu Lin Li Tundong Liu
Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections.Guoqiang Wang Lei Gong Yajun Pang Nianfeng Shi
A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction.Maolin Che Xuezhong Wang Yimin Wei
Improved Data Modeling Using Coupled Artificial Neural Networks.Zvi Boger Danny Kogan Nadav Joseph Yehuda Zeiri
Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System.Shifan Wen Xing He Tingwen Huang
Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks.Dan He Bin Zhou Zhengqiu Zhang
A Novel Geometric Mean Feature Space Discriminant Analysis Method for Hyperspectral Image Feature Extraction.Li Li Hongwei Ge Jianqiang Gao Yixin Zhang Yubing Tong Jun Sun
Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G.João Gante Gabriel Falcão Leonel Sousa
A New ExtendFace Representation Method for Face Recognition. On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme.Marziyeh Mortezaee Alireza Nazemi
Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays. Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays.M. Syed Ali Govindasamy Narayanan Zeynep Orman Vineet Shekher Sabri Arik
A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings.Xianguang Kong Yang Fu Qibin Wang Hongbo Ma Xiaodong Wu Gang Mao
Global Asymptotic Stability of Periodic Solutions for Neutral-Type BAM Neural Networks with Delays. Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation.Wenju Zhang Xiang Zhang Long Lan Zhigang Luo
Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays.Dawei Ding Xiaolei Yao Hongwei Zhang
A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine.Carlos Armenta Thomas Laurain Víctor Estrada-Manzo Miguel Bernal
Action Recognition with Multiple Relative Descriptors of Trajectories.Zhongke Liao Haifeng Hu Yichu Liu
Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays.Guoxiong Xu Haibo Bao Jinde Cao
Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method.Wei-Lung Mao Chao-Ting Chu Chung-Wen Hung
Speed Up the Training of Neural Machine Translation.Xinyue Liu Weixuan Wang Wenxin Liang Yuangang Li
Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks. Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks.Huilan Li Xingbao Gao Ruoxia Li
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming.Tong Liu Shan Liang Qingyu Xiong Kai Wang
Kernel-Based Subspace Learning on Riemannian Manifolds for Visual Recognition. ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification.Peiju Chang Jiangshe Zhang Jinyan Wang Rongrong Fei
Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification.Mo'taz Al-Hami Marcin Pietron Raúl A. Casas Maciej Wielgosz
Robust Output Feedback Stabilization for Uncertain Discrete-Time Stochastic Neural Networks with Time-Varying Delay. Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay.Xiaoyu Zhang Yuan Yuan Xiaodi Li
Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification.Sugen Chen Junfeng Cao Fenglin Chen Bingbing Liu
Domain Adaptation with Few Labeled Source Samples by Graph Regularization. Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks.