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Neural Processing Letters

Neural Processing Letters 1/2020

Ausgabe 1/2020

Special Issue: IWANN 2017

Inhaltsverzeichnis ( 45 Artikel )

22.07.2020 | Ausgabe 1/2020

Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017

Olga Valenzuela, Fernando Rojas, Ignacio Rojas

12.10.2018 | Ausgabe 1/2020

Application of Quantile Graphs to the Automated Analysis of EEG Signals

Andriana S. L. O. Campanharo, Erwin Doescher, Fernando M. Ramos

29.09.2018 | Ausgabe 1/2020

Fuzzy Time Series Models Using Pliant- and Asymptotically Pliant Arithmetic-Based Inference

József Dombi, Tamás Jónás, Zsuzsanna E. Tóth

01.10.2018 | Ausgabe 1/2020

Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing

M. Dorado-Moreno, P. A. Gutiérrez, L. Cornejo-Bueno, L. Prieto, S. Salcedo-Sanz, C. Hervás-Martínez

29.09.2018 | Ausgabe 1/2020

A Multi-resolution Approximation for Time Series

Heider Sanchez, Benjamin Bustos

05.01.2019 | Ausgabe 1/2020

Machine Learning Nowcasting of PV Energy Using Satellite Data

Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro

09.01.2019 | Ausgabe 1/2020

An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features

Argimiro Arratia, Lluís A. Belanche, Luis Fábregues

01.10.2018 | Ausgabe 1/2020

Time Series, Spectral Densities and Robust Functional Clustering

D. Rivera-García, L. A. García-Escudero, A. Mayo-Iscar, J. Ortega

18.04.2020 | Ausgabe 1/2020

Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems

Sibo Yang, Chao Zhang, Yuan Bao, Jie Yang, Wei Wu

23.04.2020 | Ausgabe 1/2020

Deep Learning Neural Network for Unconventional Images Classification

Wei Xu, Hamid Parvin, Hadi Izadparast

30.04.2020 | Ausgabe 1/2020

A Context Based Deep Temporal Embedding Network in Action Recognition

Maryam Koohzadi, Nasrollah Moghadam Charkari

01.05.2020 | Ausgabe 1/2020

Optimal Control Based on Neuro Estimator for Fractional Order Uncertain Non-linear Continuous-Time Systems

Gholamreza Nassajian, Saeed Balochian

02.05.2020 | Ausgabe 1/2020

GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map

Hasan Koyuncu

04.05.2020 | Ausgabe 1/2020

Remerging Feigenbaum Trees, Coexisting Behaviors and Bursting Oscillations in a Novel 3D Generalized Hopfield Neural Network

Z. Tabekoueng Njitacke, C. Laura Matze, M. Fouodji Tsotsop, J. Kengne

07.05.2020 | Ausgabe 1/2020

Finite-Time Synchronization of Hybrid-Coupled Delayed Dynamic Networks via Aperiodically Intermittent Control

Taiyan Jing, Daoyuan Zhang, Tailong Jing

11.05.2020 | Ausgabe 1/2020

Dual-Path Part-Level Method for Visible–Infrared Person Re-identification

Xuezhi Xiang, Ning Lv, Mingliang Zhai, Rokia Abdeen, Abdulmotaleb El Saddik

12.05.2020 | Ausgabe 1/2020

Semantic Image Segmentation with Improved Position Attention and Feature Fusion

Hegui Zhu, Yan Miao, Xiangde Zhang

13.05.2020 | Ausgabe 1/2020

Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems

Parvın Bulucu, Mehmet Uğur Soydemir, Savaş Şahin, Aykut Kocaoğlu, Cüneyt Güzeliş

15.05.2020 | Ausgabe 1/2020

Spikes and Nets (S&N): A New Fast, Parallel Computing, Point Process Software for Multineuronal Discharge and Connectivity Analysis

Carlos Valle, Maria Rodriguez-Fernandez, Antonio Eblen-Zajjur

19.05.2020 | Ausgabe 1/2020

Quantized Control for Synchronization of Delayed Fractional-Order Memristive Neural Networks

Yingjie Fan, Xia Huang, Zhen Wang, Jianwei Xia, Hao Shen

19.05.2020 | Ausgabe 1/2020

An Enhanced Extreme Learning Machine Based on Liu Regression

Hasan Yıldırım, M. Revan Özkale

21.05.2020 | Ausgabe 1/2020 Open Access

Fukunaga–Koontz Convolutional Network with Applications on Character Classification

Bernardo B. Gatto, Eulanda M. dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos

21.05.2020 | Ausgabe 1/2020

Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network

Wendong Chen, Haifeng Hu

21.05.2020 | Ausgabe 1/2020

Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks

Xiahedan Haliding, Haijun Jiang, Abdujelil Abdurahman, Cheng Hu

26.05.2020 | Ausgabe 1/2020

Fast and Memory-Efficient Import Vector Domain Description

Sergio Decherchi, Andrea Cavalli

26.05.2020 | Ausgabe 1/2020

Global Exponential Stability of Hybrid Non-autonomous Neural Networks with Markovian Switching

Chenhui Zhao, Donghui Guo

28.05.2020 | Ausgabe 1/2020

Path Capsule Networks

Mohammed Amer, Tomás Maul

29.05.2020 | Ausgabe 1/2020

Adaptive Sampled-Data Observer Design for a Class of Nonlinear Systems with Unknown Hysteresis

Pengpeng Li, Yanjun Shen

29.05.2020 | Ausgabe 1/2020

Latent-MVCNN: 3D Shape Recognition Using Multiple Views from Pre-defined or Random Viewpoints

Qian Yu, Chengzhuan Yang, Honghui Fan, Hui Wei

31.05.2020 | Ausgabe 1/2020

Fractional Order Echo State Network for Time Series Prediction

Xianshuang Yao, Zhanshan Wang

02.06.2020 | Ausgabe 1/2020

PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems

Zhehong Xiang, Yongquan Zhou, Qifang Luo, Chunming Wen

03.06.2020 | Ausgabe 1/2020

Anti-synchronization of a Class Of Fuzzy Memristive Competitive Neural Networks with Different Time Scales

Shanshan Ren, Yong Zhao, Yonghui Xia

04.06.2020 | Ausgabe 1/2020

Wireless Sensor Network Based Smart Grid Supported by a Cognitively Driven Load Management Decision Making

Arifa Sultana, Aroop Bardalai, Kandarpa Kumar Sarma

08.06.2020 | Ausgabe 1/2020

A Novel Technique for Segmentation of High Resolution Remote Sensing Images Based on Neural Networks

Mohammad Barr

17.06.2020 | Ausgabe 1/2020

GrasNet: A Simple Grassmannian Network for Image Set Classification

Rui Wang, Xiao-Jun Wu

18.06.2020 | Ausgabe 1/2020

Li-Function Activated Zhang Neural Network for Online Solution of Time-Varying Linear Matrix Inequality

Dongsheng Guo, Xinjie Lin

18.06.2020 | Ausgabe 1/2020

A New Supervised Clustering Framework Using Multi Discriminative Parts and Expectation–Maximization Approach for a Fine-Grained Animal Breed Classification (SC-MPEM)

Divya Meena Sundaram, Agilandeeswari Loganathan

20.06.2020 | Ausgabe 1/2020

An Improved Crow Search Algorithm for Test Data Generation Using Search-Based Mutation Testing

Nishtha Jatana, Bharti Suri

20.06.2020 | Ausgabe 1/2020

Intra-layer Synchronization in Duplex Networks with Time-Varying Delays and Stochastic Perturbations Under Impulsive Control

Jinsen Zhuang, Yan Zhou, Yonghui Xia

21.06.2020 | Ausgabe 1/2020

Multilayer Convolutional Neural Network to Filter Low Quality Content from Quora

Pradeep Kumar Roy

22.06.2020 | Ausgabe 1/2020

SAOSA: Stable Adaptive Optimization for Stacked Auto-encoders

Ali Moradi Vartouni, Mohammad Teshnehlab, Saeed Sedighian Kashi

23.06.2020 | Ausgabe 1/2020

Multi-geometric Sparse Subspace Clustering

Wen-Bo Hu, Xiao-Jun Wu

23.06.2020 | Ausgabe 1/2020

Semi-supervised Learning Algorithm Based on Linear Lie Group for Imbalanced Multi-class Classification

Chengjun Xu, Guobin Zhu

27.06.2020 | Ausgabe 1/2020

Consistent Discriminant Correlation Analysis

Enhao Zhang, Xiaohong Chen, Liping Wang

28.04.2020 | Ausgabe 1/2020

Graph-Theoretic Approach to Finite-Time Synchronization for Fuzzy Cohen–Grossberg Neural Networks with Mixed Delays and Discontinuous Activations

Dongsheng Xu, Chengqiang Xu, Ming Liu

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