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ORCIDNeural Processing Letters, Volume 51
Volume 51, Number 1, February 2020
- Mikhail Iu. Leontev
, Viktoriia Islenteva, Sergey V. Sukhov:
Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks. 1-22
- Jinfeng Li, Weifeng Liu, Yicong Zhou, Dapeng Tao, Liqiang Nie:
Domain Adaptation with Few Labeled Source Samples by Graph Regularization. 23-39 - Sugen Chen, Junfeng Cao, Fenglin Chen, Bingbing Liu:
Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification. 41-66 - Xiaoyu Zhang, Yuan Yuan, Xiaodi Li:
Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay. 67-81 - Yali Dong, Huimin Wang:
Robust Output Feedback Stabilization for Uncertain Discrete-Time Stochastic Neural Networks with Time-Varying Delay. 83-103 - Mo'taz Al-Hami, Marcin Pietron, Raúl A. Casas, Maciej Wielgosz:
Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification. 105-127 - Peiju Chang, Jiangshe Zhang, Jinyan Wang, Rongrong Fei:
ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification. 129-146 - Xi Liu, Zhengming Ma:
Kernel-Based Subspace Learning on Riemannian Manifolds for Visual Recognition. 147-165 - Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang:
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming. 167-191 - Huilan Li, Xingbao Gao, Ruoxia Li:
Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks. 193-209 - Xiaowei Liu, Kenli Li, Keqin Li:
Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks. 211-229 - Xinyue Liu, Weixuan Wang, Wenxin Liang, Yuangang Li:
Speed Up the Training of Neural Machine Translation. 231-249 - Wei-Lung Mao, Chao-Ting Chu, Chung-Wen Hung:
Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method. 251-270 - Guoxiong Xu, Haibo Bao, Jinde Cao:
Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays. 271-286 - Zhongke Liao, Haifeng Hu, Yichu Liu:
Action Recognition with Multiple Relative Descriptors of Trajectories. 287-302 - Carlos Armenta, Thomas Laurain, Víctor Estrada-Manzo, Miguel Bernal:
A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine. 303-324 - Dawei Ding, Xiaolei Yao, Hongwei Zhang:
Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays. 325-345 - Wenju Zhang, Xiang Zhang, Long Lan, Zhigang Luo:
Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation. 347-366 - Dongdong Gao, Jianli Li:
Global Asymptotic Stability of Periodic Solutions for Neutral-Type BAM Neural Networks with Delays. 367-382 - Xianguang Kong, Yang Fu, Qibin Wang, Hongbo Ma, Xiaodong Wu, Gang Mao:
A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings. 383-406 - M. Syed Ali, Govindasamy Narayanan, Zeynep Orman, Vineet Shekher, Sabri Arik:
Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays. 407-426 - Pin-Lin Liu:
Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays. 427-448 - Marziyeh Mortezaee, Alireza Nazemi:
On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme. 449-471 - Jianqiang Gao, Li Li, Bin Guo:
A New ExtendFace Representation Method for Face Recognition. 473-486 - João Gante, Gabriel Falcão, Leonel Sousa:
Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G. 487-514 - Li Li, Hongwei Ge, Jianqiang Gao, Yixin Zhang, Yubing Tong, Jun Sun:
A Novel Geometric Mean Feature Space Discriminant Analysis Method for Hyperspectral Image Feature Extraction. 515-542 - Dan He, Bin Zhou, Zhengqiu Zhang:
Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks. 543-557 - Shifan Wen, Xing He, Tingwen Huang:
Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System. 559-575 - Zvi Boger, Danny Kogan, Nadav Joseph, Yehuda Zeiri:
Improved Data Modeling Using Coupled Artificial Neural Networks. 577-590 - Maolin Che, Xuezhong Wang, Yimin Wei:
A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction. 591-610 - Guoqiang Wang, Lei Gong, Yajun Pang, Nianfeng Shi:
Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections. 611-638 - Keqi Wang, Haifeng Hu, Lin Li, Tundong Liu:
Discriminative Face Recognition Methods with Structure and Label Information via l2-Norm Regularization. 639-655 - Guofeng Lin, Wentao Fan:
Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection. 657-674 - Xin Yang, Yanjun Shen:
An Improved Flower Pollination Algorithm with Three Strategies and Its Applications. 675-695 - Predrag S. Stanimirovic, Vasilios N. Katsikis, Shuai Li:
Higher-Order ZNN Dynamics. 697-721 - Shangming Yang, Yongguo Liu, Qiaoqin Li, Wen Yang, Yi Zhang, Chuanbiao Wen:
Non-negative Matrix Factorization with Symmetric Manifold Regularization. 723-748 - Guangmin Li, Zhiwei Lin, Hui Wang, Xin Wei:
A Discriminative Approach to Sentiment Classification. 749-758 - Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training. 759-796 - Jing-Jing Zhang, Ping Zhong:
Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification. 797-817 - Burcin Seyda Corba, Erol Egrioglu, Ali Zafer Dalar:
AR-ARCH Type Artificial Neural Network for Forecasting. 819-836 - Riadh Ayachi, Mouna Afif, Yahia Said, Mohamed Atri:
Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning. 837-851 - Heng Wang, Yunlong Yu:
Deep Feature Fusion for High-Resolution Aerial Scene Classification. 853-865 - Kaizhong Guan, Jun Xi:
A Novel Delay-Dependent Criterion for Global Power Stability of Cellular Neural Networks with Proportional Delay. 867-880 - Pep Santacruz, Francesc Serratosa:
Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching. 881-904 - Waheed Ali H. M. Ghanem, Aman Jantan:
Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization. 905-946 - Lijun Pan:
Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme. 947-962 - Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael T. Manry:
Second Order Training and Sizing for the Multilayer Perceptron. 963-991 - Wenju Xu, Yuanwei Wu, Wenchi Ma, Guanghui Wang:
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization. 993-1006 - Xingli Yang, Yu Wang, Ruibo Wang, Mengmeng Chen, Jihong Li:
Tuning Parameter Selection Based on Blocked 3˟ 2 Cross-Validation for High-Dimensional Linear Regression Model. 1007-1029 - Junaid Hassan, Umar Shoaib:
Multi-class Review Rating Classification using Deep Recurrent Neural Network. 1031-1048
Volume 51, Number 2, April 2020
- C. Vidhya, S. Dharani, P. Balasubramaniam:
Stability of Impulsive Stochastic Reaction Diffusion Recurrent Neural Network. 1049-1060 - Wenzhu Yan, Huaijiang Sun, Quansen Sun, Yanmeng Li:
Image Set-Oriented Dual Linear Discriminant Regression Classification and Its Kernel Extension. 1061-1079 - Yizhen Chen, Haifeng Hu:
Multi-layer Adaptive Feature Fusion for Semantic Segmentation. 1081-1092 - Long Li, Zhijun Qiao, Zuqiang Long:
A Smoothing Algorithm with Constant Learning Rate for Training Two Kinds of Fuzzy Neural Networks and Its Convergence. 1093-1109 - Wei Zhou, Cheng Lian, Zhigang Zeng, Yixin Su:
Mutual Improvement Between Temporal Ensembling and Virtual Adversarial Training. 1111-1124 - Jinzhu Peng, Shuai Ding, Zeqi Yang, Fangfang Zhang:
Neural Network-Based Hybrid Position/Force Tracking Control for Robotic Systems Without Velocity Measurement. 1125-1144 - P. Rama, S. Murugan:
Localization Approach for Tracking the Mobile Nodes Using FA Based ANN in Subterranean Wireless Sensor Networks. 1145-1164 - Ke Zhao, Haidong Shao:
Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit. 1165-1184 - Mingwen Bi, Qingchuan Zhang, Min Zuo, Zelong Xu, Qingyu Jin:
Bi-directional LSTM Model with Symptoms-Frequency Position Attention for Question Answering System in Medical Domain. 1185-1199 - Chaouki Aouiti, Imen Ben Gharbia:
Piecewise Pseudo Almost-Periodic Solutions of Impulsive Fuzzy Cellular Neural Networks with Mixed Delays. 1201-1225 - Xiuming Zou, Lei Feng, Huaijiang Sun:
Compressive Sensing of Multichannel EEG Signals Based on Graph Fourier Transform and Cosparsity. 1227-1236 - Xiangyuan Gu, Jichang Guo, Lijun Xiao, Tao Ming, Chongyi Li:
A Feature Selection Algorithm Based on Equal Interval Division and Minimal-Redundancy-Maximal-Relevance. 1237-1263 - Renyi Xie, Chuandong Li:
Stability Analysis on Cohen-Grossberg Neural Networks with Saturated Impulse Inputs. 1265-1283 - Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou:
DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks. 1285-1298 - Mengmeng Zhou, Jianlong Chen, Predrag S. Stanimirovic, Vasilios N. Katsikis, Haifeng Ma:
Complex Varying-Parameter Zhang Neural Networks for Computing Core and Core-EP Inverse. 1299-1329 - Yihan Fan, Jun Mei, Hongmei Liu, Yuling Fan, Fuxiang Liu, Yanjuan Zhang:
Fast Synchronization of Complex Networks via Aperiodically Intermittent Sliding Mode Control. 1331-1352 - Yongkun Li, Xiaofang Meng:
Almost Automorphic Solutions in Distribution Sense of Quaternion-Valued Stochastic Recurrent Neural Networks with Mixed Time-Varying Delays. 1353-1377 - Nallappan Gunasekaran, M. Syed Ali, S. Pavithra:
Finite-Time L∞ Performance State Estimation of Recurrent Neural Networks with Sampled-Data Signals. 1379-1392 - Dawei Dai, Liping Yu, Hui Wei:
Parameters Sharing in Residual Neural Networks. 1393-1410 - Samaneh Azarbarzin, Fatemeh Afsari:
Joint Robust Transfer Metric and Adaptive Transfer Function Learning. 1411-1443 - Jinhai Liu, Yanjuan Ma, Fuming Qu, Dong Zang:
Semi-supervised Fuzzy Min-Max Neural Network for Data Classification. 1445-1464 - Hongzhi Wei, Baowei Wu, Ruoxia Li:
Synchronization Control of Quaternion-Valued Neural Networks with Parameter Uncertainties. 1465-1484 - A. Pratap, Ramachandran Raja, Jehad O. Alzabut, Joseph Dianavinnarasi, Jinde Cao, Grienggrai Rajchakit:
Finite-Time Mittag-Leffler Stability of Fractional-Order Quaternion-Valued Memristive Neural Networks with Impulses. 1485-1526 - Xuezhi Xiang, Zeting Yu, Ning Lv, Xiangdong Kong, Abdulmotaleb El-Saddik:
Attention-Based Generative Adversarial Network for Semi-supervised Image Classification. 1527-1540 - Qi Chang, Aihua Hu, Yongqing Yang, Li Li:
The Optimization of Synchronization Control Parameters for Fractional-Order Delayed Memristive Neural Networks Using SIWPSO. 1541-1556 - Xiao Liang, Xianglai Zhuo, Ruili Wang:
Global Attractor of Reaction-Diffusion Gene Regulatory Networks with S-Type Delay. 1557-1577 - Guoqiang Li, Junnan Zou:
Multi-parallel Extreme Learning Machine with Excitatory and Inhibitory Neurons for Regression. 1579-1597 - Tong Chen, Ying Jiang, Wang Jian, Lanxin Qiu, Huan Liu, Zhaolin Xiao:
Maintenance Personnel Detection and Analysis Using Mask-RCNN Optimization on Power Grid Monitoring Video. 1599-1610 - Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices. 1611-1629 - Jun Yuan, Chengdai Huang:
Quantitative Analysis in Delayed Fractional-Order Neural Networks. 1631-1651 - Meryem Abdelaziz, Farouk Chérif:
Exponential Lag Synchronization and Global Dissipativity for Delayed Fuzzy Cohen-Grossberg Neural Networks with Discontinuous Activations. 1653-1676 - Yanxiang Gong, Linjie Deng, Zheng Ma, Mei Xie:
Generating Text Sequence Images for Recognition. 1677-1688 - Paulo H. M. Ferreira, Aluizio F. R. Araújo:
Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation. 1689-1714 - Chaowei Hu, Yunong Zhang, Xiangui Kang:
General and Improved Five-Step Discrete-Time Zeroing Neural Dynamics Solving Linear Time-Varying Matrix Equation with Unknown Transpose. 1715-1730 - Hong Lu, Qinghua Zhao, Xiaoshuang Sang, Jianfeng Lu:
Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm. 1731-1748 - Shiping Shen, Yongkun Li:
Sp-Almost Periodic Solutions of Clifford-Valued Fuzzy Cellular Neural Networks with Time-Varying Delays. 1749-1769 - Yaqing Liu, Yong Mu, Keyu Chen, Yiming Li, Jinghuan Guo:
Daily Activity Feature Selection in Smart Homes Based on Pearson Correlation Coefficient. 1771-1787 - Kemal Uçak:
A Novel Model Predictive Runge-Kutta Neural Network Controller for Nonlinear MIMO Systems. 1789-1833 - Wenlin Jiang, Liangliang Li, Zhengwen Tu, Yuming Feng:
Lagrange Stability for Delayed-Impulses in Discrete-Time Cohen-Grossberg Neural Networks with Delays. 1835-1848 - Liyan Duan, Jigui Jian:
Global Lagrange Stability of Inertial Neutral Type Neural Networks with Mixed Time-Varying Delays. 1849-1867 - Sashmita Panda, Ganapati Panda:
Performance Evaluation of a New BP Algorithm for a Modified Artificial Neural Network. 1869-1889 - Yongbin Yu, Quanxin Deng, Liyong Ren, Tashi Nyima:
Memristor Crossbar Array Based ACO For Image Edge Detection. 1891-1905 - Huicheng Zheng, Jiajie Chen, Lvran Chen, Ye Li, Zhiwei Yan:
Feature Enhancement for Multi-scale Object Detection. 1907-1919 - Cuiping Yang, Zuoliang Xiong, Tianqing Yang:
Finite-Time Synchronization of Coupled Inertial Memristive Neural Networks with Mixed Delays via Nonlinear Feedback Control. 1921-1938 - Feng Li, Jianrong Zhao, Shuai Song, Xia Huang, Hao Shen:
H∞ Filtering for Markov Jump Neural Networks Subject to Hidden-Markov Mode Observation and Packet Dropouts via an Improved Activation Function Dividing Method. 1939-1955 - Sumit Kumar Jeswal, Snehashish Chakraverty:
ANN Based Solution of Uncertain Linear Systems of Equations. 1957-1971 - Qiuyu Zhu, Zhengyong Wang:
An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance. 1973-1988 - Maria Tzelepi, Anastasios Tefas:
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems. 1989-2005 - Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Younes Akbari:
Image Inpainting: A Review. 2007-2028 - Mittapalle Kiran Reddy, K. Sreenivasa Rao:
DNN-Based Cross-Lingual Voice Conversion Using Bottleneck Features. 2029-2042
Volume 51, Number 3, June 2020
- Tianrong Rao, Xiaoxu Li, Min Xu:
Learning Multi-level Deep Representations for Image Emotion Classification. 2043-2061 - Lifang Wu, Mingchao Qi, Meng Jian, Heng Zhang:
Visual Sentiment Analysis by Combining Global and Local Information. 2063-2075 - Yuwei He, Guiguang Ding:
Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. 2077-2086 - Yuwei He, Guiguang Ding:
Correction to: Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. 2087-2088 - Suqi Zhang, Xinyun Xu, Yanwei Pang, Jungong Han:
Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification. 2089-2103 - Hancheng Zhu, Leida Li, Hongyan Jiang, Allen Tan:
Inferring Personality Traits from Attentive Regions of User Liked Images Via Weakly Supervised Dual Convolutional Network. 2105-2121 - Jing Liu, Jingting Wang, Weizhi Nie, Yuting Su, Anan Liu:
An End-to-End Perceptual Quality Assessment Method via Score Distribution Prediction. 2123-2137 - Xiaolei Jiang, Erchong Liao, Xiaofeng Liu:
Blind Image Deconvolution via Enhancing Significant Segments. 2139-2154 - Libin Liu, Xiaofeng Chen:
State Estimation of Quaternion-Valued Neural Networks with Leakage Time Delay and Mixed Two Additive Time-Varying Delays. 2155-2178 - Halil Mutuk:
A Neural Network Study of Blasius Equation. 2179-2194 - Tianhu Yu, Huamin Wang, Jinde Cao, Yang Yang:
On Impulsive Synchronization Control for Coupled Inertial Neural Networks with Pinning Control. 2195-2210 - Farouk Chérif, Meryem Abdelaziz:
Stepanov-Like Pseudo Almost Periodic Solution of Quaternion-Valued for Fuzzy Recurrent Neural Networks with Mixed Delays. 2211-2243 - A. Mustafa Ihsan, Chu Kiong Loo, Sinan A. Naji, Manjeevan Seera:
Superpixels Features Extractor Network (SP-FEN) for Clothing Parsing Enhancement. 2245-2263 - Mouna Afif, Riadh Ayachi, Yahia Said, Edwige E. Pissaloux, Mohamed Atri:
An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation. 2265-2279 - Yifu Liu, Chenfeng Xu, Zhihong Chen, Chao Chen, Han Zhao, Xinyu Jin:
Deep Dual-Stream Network with Scale Context Selection Attention Module for Semantic Segmentation. 2281-2299 - Grzegorz Miebs, Malgorzata Mochol-Grzelak, Adam Karaszewski, Rafal A. Bachorz:
Efficient Strategies of Static Features Incorporation into the Recurrent Neural Network. 2301-2316 - Yuanshun Tan, Xiaodong Wang, Jin Yang, Jin Hu:
Robust Exponential Stability for Discrete-Time Quaternion-Valued Neural Networks with Time Delays and Parameter Uncertainties. 2317-2335 - Dengguo Xu, Xinsong Yang, Rongqiang Tang:
Finite-Time and Fixed-Time Non-chattering Control for Inertial Neural Networks with Discontinuous Activations and Proportional Delay. 2337-2353