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Zeitschrift

Neural Processing Letters

Neural Processing Letters 2/2019

Ausgabe 2/2019

Inhaltsverzeichnis ( 52 Artikel )

10.08.2018 | Ausgabe 2/2019

Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions

Tao Dong, Jiaqi Bai, Lei Yang

11.08.2018 | Ausgabe 2/2019

An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation

Lai Wei, Yan Zhang, Jun Yin, Rigui Zhou, Changming Zhu, Xiafeng Zhang

13.08.2018 | Ausgabe 2/2019

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

18.08.2018 | Ausgabe 2/2019

New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties

Mai Viet Thuan, Dinh Cong Huong, Duong Thi Hong

20.08.2018 | Ausgabe 2/2019

Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints

Cong Hu, Xiao-Jun Wu, Zhen-Qiu Shu

21.08.2018 | Ausgabe 2/2019

Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine

Qian Wang, Yitian Xu

23.08.2018 | Ausgabe 2/2019

Competitive Cross-Entropy Loss: A Study on Training Single-Layer Neural Networks for Solving Nonlinearly Separable Classification Problems

Kamaledin Ghiasi-Shirazi

27.08.2018 | Ausgabe 2/2019 Open Access

Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control

Jingfeng Wang, Lixin Tian

29.08.2018 | Ausgabe 2/2019

Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay

Xiaolin Xiong, Rongqiang Tang, Xinsong Yang

05.09.2018 | Ausgabe 2/2019

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

06.09.2018 | Ausgabe 2/2019

Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network

Yuebing Xu, Jing Zhang, Zuqiang Long, Mingyang Lv

08.09.2018 | Ausgabe 2/2019

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

12.09.2018 | Ausgabe 2/2019

Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning

Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo

20.09.2018 | Ausgabe 2/2019

On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays

Changjin Xu, Peiluan Li

20.09.2018 | Ausgabe 2/2019

Efficient Large Margin-Based Feature Extraction

Guodong Zhao, Yan Wu

20.09.2018 | Ausgabe 2/2019

Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine

Weijie Ren, Min Han

22.09.2018 | Ausgabe 2/2019

Discriminative Graph Based Similarity Boosting

Qianying Wang, Ming Lu

22.09.2018 | Ausgabe 2/2019

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

29.09.2018 | Ausgabe 2/2019

Multi-step Training of a Generalized Linear Classifier

Kanishka Tyagi, Michael Manry

03.10.2018 | Ausgabe 2/2019

Calibrated Multi-label Classification with Label Correlations

Zhi-Fen He, Ming Yang, Hui-Dong Liu, Lei Wang

03.10.2018 | Ausgabe 2/2019

Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays

Yali Dong, Liangliang Guo, Jing Hao, Tianrui Li

03.10.2018 | Ausgabe 2/2019 Open Access

Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines

Jakub M. Tomczak, Szymon Zaręba, Siamak Ravanbakhsh, Russell Greiner

05.10.2018 | Ausgabe 2/2019

Recursive Particle Filter-Based RBF Network on Time Series Prediction of Measurement Data

Wei-Lung Mao

12.10.2018 | Ausgabe 2/2019

Multi-view Opinion Mining with Deep Learning

Ping Huang, Xijiong Xie, Shiliang Sun

26.10.2018 | Ausgabe 2/2019

Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition

Weipeng Hu, Haifeng Hu

26.10.2018 | Ausgabe 2/2019

A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights

Tao Song, Shanchen Pang, Shaohua Hao, Alfonso Rodríguez-Patón, Pan Zheng

29.10.2018 | Ausgabe 2/2019

Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes

Shikai Guo, Yaqing Liu, Rong Chen, Xiao Sun, Xiangxin Wang

29.10.2018 | Ausgabe 2/2019

An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem

Mohammad Eshaghnezhad, Freydoon Rahbarnia, Sohrab Effati, Amin Mansoori

29.10.2018 | Ausgabe 2/2019

Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations

Jinling Wang, Haijun Jiang, Tianlong Ma, Cheng Hu

31.10.2018 | Ausgabe 2/2019

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

Zhengqiu Zhang, Feng Lin

01.11.2018 | Ausgabe 2/2019

A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence

Yan Liu, Dakun Yang, Long Li, Jie Yang

01.11.2018 | Ausgabe 2/2019

Hierarchical Dialog State Tracking with Unknown Slot Values

Guohua Yang, Xiaojie Wang, Caixia Yuan

07.11.2018 | Ausgabe 2/2019

-Exponential Stability of Impulsive Fractional-Order Complex-Valued Neural Networks with Time Delays

Peng Wan, Jigui Jian

09.11.2018 | Ausgabe 2/2019

State Distribution-Aware Sampling for Deep Q-Learning

Weichao Li, Fuxian Huang, Xi Li, Gang Pan, Fei Wu

10.11.2018 | Ausgabe 2/2019

Multi-view Intact Discriminant Space Learning for Image Classification

Xiwei Dong, Fei Wu, Xiao-Yuan Jing, Songsong Wu

10.11.2018 | Ausgabe 2/2019

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

13.11.2018 | Ausgabe 2/2019

Restricted Convolutional Neural Networks

Mehran Mirkhan, Mohammad Reza Meybodi

24.11.2018 | Ausgabe 2/2019

Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation

Yunong Zhang, Jinjin Guo, Binbin Qiu, Wan Li

28.11.2018 | Ausgabe 2/2019

On the Flexible Dynamics Analysis for the Unified Discrete-Time RNNs

Chen Qiao, Bao Guo

29.11.2018 | Ausgabe 2/2019

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

30.11.2018 | Ausgabe 2/2019

Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction

Changsheng Yao, Qun Dai, Gang Song

03.12.2018 | Ausgabe 2/2019

Weighted Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays

Zhibin Chen, Aiping Zhang

14.12.2018 | Ausgabe 2/2019

Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise

Weining Zhang, Dong Wang, Xiaoyang Tan

17.12.2018 | Ausgabe 2/2019

Measuring Entity Relatedness via Entity and Text Joint Embedding

Weixin Zeng, Jiuyang Tang, Xiang Zhao

03.01.2019 | Ausgabe 2/2019

Spatiotemporal Fusion Networks for Video Action Recognition

Zheng Liu, Haifeng Hu, Junxuan Zhang

08.01.2019 | Ausgabe 2/2019

Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description

Junxuan Zhang, Haifeng Hu

09.01.2019 | Ausgabe 2/2019

Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review

Saroj Kumar Pandey, Rekh Ram Janghel

10.01.2019 | Ausgabe 2/2019

Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function

Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite de Castro, Antonio Padua Braga

16.01.2019 | Ausgabe 2/2019

A Fast Algorithm for Convolutional Neural Networks Using Tile-based Fast Fourier Transforms

Jinhua Lin, Yu Yao

19.01.2019 | Ausgabe 2/2019

Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control

Kaizhong Guan, Junhao Yang

21.01.2019 | Ausgabe 2/2019

Improved Gradient Neural Networks for Solving Moore–Penrose Inverse of Full-Rank Matrix

Xuanjiao Lv, Lin Xiao, Zhiguo Tan, Zhi Yang, Junying Yuan

19.12.2018 | Ausgabe 2/2019

Adaptive State Estimation of Stochastic Delayed Neural Networks with Fractional Brownian Motion

Xuechao Yan, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Yuhua Xu

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