Ausgabe 2/2020
Inhalt (50 Artikel)
Stability of Impulsive Stochastic Reaction Diffusion Recurrent Neural Network
C. Vidhya, S. Dharani, P. Balasubramaniam
Image Set-Oriented Dual Linear Discriminant Regression Classification and Its Kernel Extension
Wenzhu Yan, Huaijiang Sun, Quansen Sun, Yanmeng Li
A Smoothing Algorithm with Constant Learning Rate for Training Two Kinds of Fuzzy Neural Networks and Its Convergence
Long Li, Zhijun Qiao, Zuqiang Long
Mutual Improvement Between Temporal Ensembling and Virtual Adversarial Training
Wei Zhou, Cheng Lian, Zhigang Zeng, Yixin Su
Neural Network-Based Hybrid Position/Force Tracking Control for Robotic Systems Without Velocity Measurement
Jinzhu Peng, Shuai Ding, Zeqi Yang, Fangfang Zhang
Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit
Ke Zhao, Haidong Shao
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
Piecewise Pseudo Almost-Periodic Solutions of Impulsive Fuzzy Cellular Neural Networks with Mixed Delays
Chaouki Aouiti, Imen Ben Gharbia
Compressive Sensing of Multichannel EEG Signals Based on Graph Fourier Transform and Cosparsity
Xiuming Zou, Lei Feng, Huaijiang Sun
A Feature Selection Algorithm Based on Equal Interval Division and Minimal-Redundancy–Maximal-Relevance
Xiangyuan Gu, Jichang Guo, Lijun Xiao, Tao Ming, Chongyi Li
Stability Analysis on Cohen–Grossberg Neural Networks with Saturated Impulse Inputs
Renyi Xie, Chuandong Li
DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks
Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou
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
Fast Synchronization of Complex Networks via Aperiodically Intermittent Sliding Mode Control
Yihan Fan, Jun Mei, Hongmei Liu, Yuling Fan, Fuxiang Liu, Yanjuan Zhang
Finite-Time Performance State Estimation of Recurrent Neural Networks with Sampled-Data Signals
N. Gunasekaran, M. Syed Ali, S. Pavithra
Joint Robust Transfer Metric and Adaptive Transfer Function Learning
Samaneh Azarbarzin, Fatemeh Afsari
Semi-supervised Fuzzy Min–Max Neural Network for Data Classification
Jinhai Liu, Yanjuan Ma, Fuming Qu, Dong Zang
Synchronization Control of Quaternion-Valued Neural Networks with Parameter Uncertainties
Hongzhi Wei, Baowei Wu, Ruoxia Li
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
Attention-Based Generative Adversarial Network for Semi-supervised Image Classification
Xuezhi Xiang, Zeting Yu, Ning Lv, Xiangdong Kong, Abdulmotaleb El Saddik
The Optimization of Synchronization Control Parameters for Fractional-Order Delayed Memristive Neural Networks Using SIWPSO
Qi Chang, Aihua Hu, Yongqing Yang, Li Li
Global Attractor of Reaction–Diffusion Gene Regulatory Networks with S-Type Delay
Xiao Liang, Xianglai Zhuo, Ruili Wang
Multi-parallel Extreme Learning Machine with Excitatory and Inhibitory Neurons for Regression
Guoqiang Li, Junnan Zou
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
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation
Paulo H. M. Ferreira, Aluízio F. R. Araújo
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
Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm
Hong Lu, Qinghua Zhao, Xiaoshuang Sang, Jianfeng Lu
Daily Activity Feature Selection in Smart Homes Based on Pearson Correlation Coefficient
Yaqing Liu, Yong Mu, Keyu Chen, Yiming Li, Jinghuan Guo
Lagrange Stability for Delayed-Impulses in Discrete-Time Cohen–Grossberg Neural Networks with Delays
Wenlin Jiang, Liangliang Li, Zhengwen Tu, Yuming Feng
Performance Evaluation of a New BP Algorithm for a Modified Artificial Neural Network
Sashmita Panda, Ganapati Panda
Memristor Crossbar Array Based ACO For Image Edge Detection
Yongbin Yu, Quanxin Deng, Liyong Ren, Nyima Tashi
Feature Enhancement for Multi-scale Object Detection
Huicheng Zheng, Jiajie Chen, Lvran Chen, Ye Li, Zhiwei Yan
Finite-Time Synchronization of Coupled Inertial Memristive Neural Networks with Mixed Delays via Nonlinear Feedback Control
Cuiping Yang, Zuoliang Xiong, Tianqing Yang
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
An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance
Qiuyu Zhu, Zhengyong Wang
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems
Maria Tzelepi, Anastasios Tefas
DNN-Based Cross-Lingual Voice Conversion Using Bottleneck Features
M. Kiran Reddy, K. Sreenivasa Rao