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Zeitschrift

Neural Processing Letters

Neural Processing Letters 1/2020

Ausgabe 1/2020

Inhaltsverzeichnis ( 50 Artikel )

04.07.2019 | Ausgabe 1/2020

Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks

Mikhail Iu. Leontev, Viktoriia Islenteva, Sergey V. Sukhov

09.07.2019 | Ausgabe 1/2020

Domain Adaptation with Few Labeled Source Samples by Graph Regularization

Jinfeng Li, Weifeng Liu, Yicong Zhou, Dapeng Tao, Liqiang Nie

11.07.2019 | Ausgabe 1/2020

Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification

Sugen Chen, Junfeng Cao, Fenglin Chen, Bingbing Liu

12.07.2019 | Ausgabe 1/2020

Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay

Xiaoyu Zhang, Yuan Yuan, Xiaodi Li

12.07.2019 | Ausgabe 1/2020

Robust Output Feedback Stabilization for Uncertain Discrete-Time Stochastic Neural Networks with Time-Varying Delay

Yali Dong, Huimin Wang

20.07.2019 | Ausgabe 1/2020

Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification

Mo’taz Al-Hami, Marcin Pietron, Raul Casas, Maciej Wielgosz

23.07.2019 | Ausgabe 1/2020

ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification

Peiju Chang, Jiangshe Zhang, Jinyan Wang, Rongrong Fei

25.07.2019 | Ausgabe 1/2020

Kernel-Based Subspace Learning on Riemannian Manifolds for Visual Recognition

Xi Liu, Zhengming Ma

26.07.2019 | Ausgabe 1/2020

Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming

Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang

26.07.2019 | Ausgabe 1/2020

Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks

Huilan Li, Xingbao Gao, Ruoxia Li

27.07.2019 | Ausgabe 1/2020

Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks

Xiaowei Liu, Kenli Li, Keqin Li

27.07.2019 | Ausgabe 1/2020

Speed Up the Training of Neural Machine Translation

Xinyue Liu, Weixuan Wang, Wenxin Liang, Yuangang Li

27.07.2019 | Ausgabe 1/2020

Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method

Wei-Lung Mao, Chao-Ting Chu, Chung-Wen Hung

29.07.2019 | Ausgabe 1/2020

Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays

Guoxiong Xu, Haibo Bao, Jinde Cao

02.08.2019 | Ausgabe 1/2020

Action Recognition with Multiple Relative Descriptors of Trajectories

Zhongke Liao, Haifeng Hu, Yichu Liu

03.08.2019 | Ausgabe 1/2020

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

05.08.2019 | Ausgabe 1/2020

Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays

Dawei Ding, Xiaolei Yao, Hongwei Zhang

08.08.2019 | Ausgabe 1/2020

Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation

Wenju Zhang, Xiang Zhang, Long Lan, Zhigang Luo

08.08.2019 | Ausgabe 1/2020

Global Asymptotic Stability of Periodic Solutions for Neutral-Type BAM Neural Networks with Delays

Dongdong Gao, Jianli Li

08.08.2019 | Ausgabe 1/2020

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

08.08.2019 | Ausgabe 1/2020

Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays

M. Syed Ali, G. Narayanan, Zeynep Orman, Vineet Shekher, Sabri Arik

10.08.2019 | Ausgabe 1/2020

Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays

Pin-Lin Liu

12.08.2019 | Ausgabe 1/2020

On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme

Marziyeh Mortezaee, Alireza Nazemi

12.08.2019 | Ausgabe 1/2020

A New ExtendFace Representation Method for Face Recognition

Jianqiang Gao, Li Li, Bin Guo

13.08.2019 | Ausgabe 1/2020

Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G

João Gante, Gabriel Falcão, Leonel Sousa

13.08.2019 | Ausgabe 1/2020

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

21.08.2019 | Ausgabe 1/2020

Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks

Dan He, Bin Zhou, Zhengqiu Zhang

23.08.2019 | Ausgabe 1/2020

Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System

Shifan Wen, Xing He, Tingwen Huang

26.08.2019 | Ausgabe 1/2020

Improved Data Modeling Using Coupled Artificial Neural Networks

Zvi Boger, Danny Kogan, Nadav Joseph, Yehuda Zeiri

26.08.2019 | Ausgabe 1/2020

A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction

Maolin Che, Xuezhong Wang, Yimin Wei

27.08.2019 | Ausgabe 1/2020

Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections

Guoqiang Wang, Lei Gong, Yajun Pang, Nianfeng Shi

28.08.2019 | Ausgabe 1/2020

Discriminative Face Recognition Methods with Structure and Label Information via -Norm Regularization

Keqi Wang, Haifeng Hu, Lin Li, Tundong Liu

28.08.2019 | Ausgabe 1/2020

Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection

Guofeng Lin, Wentao Fan

29.08.2019 | Ausgabe 1/2020

An Improved Flower Pollination Algorithm with Three Strategies and Its Applications

Xin Yang, Yanjun Shen

29.08.2019 | Ausgabe 1/2020

Higher-Order ZNN Dynamics

Predrag S. Stanimirović, Vasilios N. Katsikis, Shuai Li

30.08.2019 | Ausgabe 1/2020

Non-negative Matrix Factorization with Symmetric Manifold Regularization

Shangming Yang, Yongguo Liu, Qiaoqin Li, Wen Yang, Yi Zhang, Chuanbiao Wen

11.09.2019 | Ausgabe 1/2020

A Discriminative Approach to Sentiment Classification

Guangmin Li, Zhiwei Lin, Hui Wang, Xin Wei

13.09.2019 | Ausgabe 1/2020

Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training

Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht

16.09.2019 | Ausgabe 1/2020

Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification

Jing-Jing Zhang, Ping Zhong

18.09.2019 | Ausgabe 1/2020

AR–ARCH Type Artificial Neural Network for Forecasting

Burcin Seyda Corba, Erol Egrioglu, Ali Zafer Dalar

19.09.2019 | Ausgabe 1/2020

Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning

Riadh Ayachi, Mouna Afif, Yahia Said, Mohamed Atri

27.09.2019 | Ausgabe 1/2020

Deep Feature Fusion for High-Resolution Aerial Scene Classification

Heng Wang, Yunlong Yu

28.09.2019 | Ausgabe 1/2020

A Novel Delay-Dependent Criterion for Global Power Stability of Cellular Neural Networks with Proportional Delay

Kaizhong Guan, Jun Xi

30.09.2019 | Ausgabe 1/2020

Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching

Pep Santacruz, Francesc Serratosa

01.10.2019 | Ausgabe 1/2020

Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization

Waheed A. H. M. Ghanem, Aman Jantan

04.10.2019 | Ausgabe 1/2020

Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme

Lijun Pan

08.10.2019 | Ausgabe 1/2020

Second Order Training and Sizing for the Multilayer Perceptron

Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael Manry

08.10.2019 | Ausgabe 1/2020

Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization

Wenju Xu, Yuanwei Wu, Wenchi Ma, Guanghui Wang

15.10.2019 | Ausgabe 1/2020

Tuning Parameter Selection Based on Blocked Cross-Validation for High-Dimensional Linear Regression Model

Xingli Yang, Yu Wang, Ruibo Wang, Mengmeng Chen, Jihong Li

15.10.2019 | Ausgabe 1/2020

Multi-class Review Rating Classification using Deep Recurrent Neural Network

Junaid Hassan, Umar Shoaib

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