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Zeitschrift

Neural Processing Letters

Neural Processing Letters 2/2020

Ausgabe 2/2020

Inhaltsverzeichnis ( 50 Artikel )

22.10.2019 | Ausgabe 2/2020

Stability of Impulsive Stochastic Reaction Diffusion Recurrent Neural Network

C. Vidhya, S. Dharani, P. Balasubramaniam

23.10.2019 | Ausgabe 2/2020

Image Set-Oriented Dual Linear Discriminant Regression Classification and Its Kernel Extension

Wenzhu Yan, Huaijiang Sun, Quansen Sun, Yanmeng Li

24.10.2019 | Ausgabe 2/2020

Multi-layer Adaptive Feature Fusion for Semantic Segmentation

Yizhen Chen, Haifeng Hu

24.10.2019 | Ausgabe 2/2020

A Smoothing Algorithm with Constant Learning Rate for Training Two Kinds of Fuzzy Neural Networks and Its Convergence

Long Li, Zhijun Qiao, Zuqiang Long

24.10.2019 | Ausgabe 2/2020

Mutual Improvement Between Temporal Ensembling and Virtual Adversarial Training

Wei Zhou, Cheng Lian, Zhigang Zeng, Yixin Su

24.10.2019 | Ausgabe 2/2020

Neural Network-Based Hybrid Position/Force Tracking Control for Robotic Systems Without Velocity Measurement

Jinzhu Peng, Shuai Ding, Zeqi Yang, Fangfang Zhang

24.10.2019 | Ausgabe 2/2020

Localization Approach for Tracking the Mobile Nodes Using FA Based ANN in Subterranean Wireless Sensor Networks

P. Rama, S. Murugan

25.10.2019 | Ausgabe 2/2020

Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit

Ke Zhao, Haidong Shao

28.10.2019 | Ausgabe 2/2020

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

02.11.2019 | Ausgabe 2/2020

Piecewise Pseudo Almost-Periodic Solutions of Impulsive Fuzzy Cellular Neural Networks with Mixed Delays

Chaouki Aouiti, Imen Ben Gharbia

04.11.2019 | Ausgabe 2/2020

Compressive Sensing of Multichannel EEG Signals Based on Graph Fourier Transform and Cosparsity

Xiuming Zou, Lei Feng, Huaijiang Sun

04.11.2019 | Ausgabe 2/2020

A Feature Selection Algorithm Based on Equal Interval Division and Minimal-Redundancy–Maximal-Relevance

Xiangyuan Gu, Jichang Guo, Lijun Xiao, Tao Ming, Chongyi Li

04.11.2019 | Ausgabe 2/2020

Stability Analysis on Cohen–Grossberg Neural Networks with Saturated Impulse Inputs

Renyi Xie, Chuandong Li

05.11.2019 | Ausgabe 2/2020

DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks

Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou

05.11.2019 | Ausgabe 2/2020

Complex Varying-Parameter Zhang Neural Networks for Computing Core and Core-EP Inverse

Mengmeng Zhou, Jianlong Chen, Predrag S. Stanimirović, Vasilios N. Katsikis, Haifeng Ma

08.11.2019 | Ausgabe 2/2020

Fast Synchronization of Complex Networks via Aperiodically Intermittent Sliding Mode Control

Yihan Fan, Jun Mei, Hongmei Liu, Yuling Fan, Fuxiang Liu, Yanjuan Zhang

09.11.2019 | Ausgabe 2/2020

Almost Automorphic Solutions in Distribution Sense of Quaternion-Valued Stochastic Recurrent Neural Networks with Mixed Time-Varying Delays

Yongkun Li, Xiaofang Meng

12.11.2019 | Ausgabe 2/2020

Finite-Time Performance State Estimation of Recurrent Neural Networks with Sampled-Data Signals

N. Gunasekaran, M. Syed Ali, S. Pavithra

13.11.2019 | Ausgabe 2/2020

Parameters Sharing in Residual Neural Networks

Dawei Dai, Liping Yu, Hui Wei

14.11.2019 | Ausgabe 2/2020

Joint Robust Transfer Metric and Adaptive Transfer Function Learning

Samaneh Azarbarzin, Fatemeh Afsari

14.11.2019 | Ausgabe 2/2020

Semi-supervised Fuzzy Min–Max Neural Network for Data Classification

Jinhai Liu, Yanjuan Ma, Fuming Qu, Dong Zang

18.11.2019 | Ausgabe 2/2020

Synchronization Control of Quaternion-Valued Neural Networks with Parameter Uncertainties

Hongzhi Wei, Baowei Wu, Ruoxia Li

19.11.2019 | Ausgabe 2/2020

Finite-Time Mittag-Leffler Stability of Fractional-Order Quaternion-Valued Memristive Neural Networks with Impulses

A. Pratap, R. Raja, J. Alzabut, J. Dianavinnarasi, J. Cao, G. Rajchakit

30.11.2019 | Ausgabe 2/2020

Attention-Based Generative Adversarial Network for Semi-supervised Image Classification

Xuezhi Xiang, Zeting Yu, Ning Lv, Xiangdong Kong, Abdulmotaleb El Saddik

03.12.2019 | Ausgabe 2/2020

The Optimization of Synchronization Control Parameters for Fractional-Order Delayed Memristive Neural Networks Using SIWPSO

Qi Chang, Aihua Hu, Yongqing Yang, Li Li

03.12.2019 | Ausgabe 2/2020

Global Attractor of Reaction–Diffusion Gene Regulatory Networks with S-Type Delay

Xiao Liang, Xianglai Zhuo, Ruili Wang

05.12.2019 | Ausgabe 2/2020

Multi-parallel Extreme Learning Machine with Excitatory and Inhibitory Neurons for Regression

Guoqiang Li, Junnan Zou

07.12.2019 | Ausgabe 2/2020

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

11.12.2019 | Ausgabe 2/2020

A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices

Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo

11.12.2019 | Ausgabe 2/2020

Quantitative Analysis in Delayed Fractional-Order Neural Networks

Jun Yuan, Chengdai Huang

02.01.2020 | Ausgabe 2/2020

Exponential Lag Synchronization and Global Dissipativity for Delayed Fuzzy Cohen–Grossberg Neural Networks with Discontinuous Activations

Meryem Abdelaziz, Farouk Chérif

02.01.2020 | Ausgabe 2/2020

Generating Text Sequence Images for Recognition

Yanxiang Gong, Linjie Deng, Zheng Ma, Mei Xie

06.01.2020 | Ausgabe 2/2020

Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation

Paulo H. M. Ferreira, Aluízio F. R. Araújo

07.01.2020 | Ausgabe 2/2020

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

07.01.2020 | Ausgabe 2/2020

Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm

Hong Lu, Qinghua Zhao, Xiaoshuang Sang, Jianfeng Lu

07.01.2020 | Ausgabe 2/2020

-Almost Periodic Solutions of Clifford-Valued Fuzzy Cellular Neural Networks with Time-Varying Delays

Shiping Shen, Yongkun Li

07.01.2020 | Ausgabe 2/2020

Daily Activity Feature Selection in Smart Homes Based on Pearson Correlation Coefficient

Yaqing Liu, Yong Mu, Keyu Chen, Yiming Li, Jinghuan Guo

07.01.2020 | Ausgabe 2/2020

A Novel Model Predictive Runge–Kutta Neural Network Controller for Nonlinear MIMO Systems

Kemal Uçak

08.01.2020 | Ausgabe 2/2020

Lagrange Stability for Delayed-Impulses in Discrete-Time Cohen–Grossberg Neural Networks with Delays

Wenlin Jiang, Liangliang Li, Zhengwen Tu, Yuming Feng

08.01.2020 | Ausgabe 2/2020

Global Lagrange Stability of Inertial Neutral Type Neural Networks with Mixed Time-Varying Delays

Liyan Duan, Jigui Jian

09.01.2020 | Ausgabe 2/2020

Performance Evaluation of a New BP Algorithm for a Modified Artificial Neural Network

Sashmita Panda, Ganapati Panda

09.01.2020 | Ausgabe 2/2020

Memristor Crossbar Array Based ACO For Image Edge Detection

Yongbin Yu, Quanxin Deng, Liyong Ren, Nyima Tashi

09.01.2020 | Ausgabe 2/2020

Feature Enhancement for Multi-scale Object Detection

Huicheng Zheng, Jiajie Chen, Lvran Chen, Ye Li, Zhiwei Yan

09.01.2020 | Ausgabe 2/2020

Finite-Time Synchronization of Coupled Inertial Memristive Neural Networks with Mixed Delays via Nonlinear Feedback Control

Cuiping Yang, Zuoliang Xiong, Tianqing Yang

10.01.2020 | Ausgabe 2/2020

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

10.01.2020 | Ausgabe 2/2020

ANN Based Solution of Uncertain Linear Systems of Equations

S. K. Jeswal, S. Chakraverty

11.01.2020 | Ausgabe 2/2020

An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance

Qiuyu Zhu, Zhengyong Wang

05.12.2019 | Ausgabe 2/2020

Class-specific discriminant regularization in real-time deep CNN models for binary classification problems

Maria Tzelepi, Anastasios Tefas

06.12.2019 | Ausgabe 2/2020

Image Inpainting: A Review

Omar Elharrouss, Noor Almaadeed, Somaya Al-Maadeed, Younes Akbari

07.11.2019 | Ausgabe 2/2020

DNN-Based Cross-Lingual Voice Conversion Using Bottleneck Features

M. Kiran Reddy, K. Sreenivasa Rao

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