Error Entropy, Correntropy and M-Estimation

机译：误差熵，熵和M估计

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Minimization of the error entropy (MEE) cost function was introduced for nonlinear and non-Gaussian signal processing. In this paper, we show that this cost function has a close relation to a introduced correntropy criterion and M-estimation, thus it also

机译：针对非线性和非高斯信号处理引入了误差熵（MEE）成本函数的最小化。在本文中，我们表明该成本函数与引入的熵准则和M估计密切相关，因此它也

著录项

来源
《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.179-184|共6页
会议地点 MaynoothIreland
作者
Weifeng Liu; Pokharel; P.P.; Principe; J.C.;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Gaussian processes; chaos; entropy; estimation theory; minimisation; regression analysis; signal processing; time series; M-estimation; chaotic time series; correntropy; error entropy cost function minimization; non-Gaussian signal processing; nonlinear Gaussian sign;

机译：高斯过程;混沌;熵;估计理论;最小化;回归分析;信号处理;时间序列; M估计;混沌时间序列;熵;误差熵代价函数最小化;非高斯信号处理;非线性高斯符号;

相似文献

外文文献
中文文献
专利

1. Entropy and Correntropy Against Minimum Square Error in Offline and Online Three-Day Ahead Wind Power Forecasting [J] . Bessa R. J., Miranda V., Gama J. IEEE Transactions on Power Systems . 2009,第4期

机译：离线和在线未来三天风电预测中针对最小平方误差的熵和熵
2. Variable Step-Size Affine Projection Maximum Correntropy Criterion Adaptive Filter With Correntropy Induced Metric for Sparse System Identification [J] . Haiquan Zhao, Bing Liu, Pucha Song Circuits and Systems II: Express Briefs, IEEE Transactions on . 2020,第11期

机译：可变梯级仿射投影最大控制标准自适应滤波器，具有稀疏系统识别的固定诱导度量
3. Comparison of the Convergence Rates of the New Correntropy-Based Levenberg-Marquardt (CLM) Method and the Fixed-Point Maximum Correntropy (FP-MCC) Algorithm [J] . Heravi Ahmad Reza, Hodtani Ghosheh Abed Circuits, systems, and signal processing . 2018,第7期

机译：基于新的基于熵的Levenberg-Marquardt（CLM）方法和不动点最大熵（FP-MCC）算法的收敛速度比较
4. Error Entropy, Correntropy and M-Estimation [C] . Weifeng Liu, Pokharel P.P., Principe J.C. IEEE Workshop on Machine Learning for Signal Processing . 2006

机译：误差熵，正文和M估计
5. The correntropy MACE filter for image recognition. [D] . Jeong, Kyu-Hwa. 2007

机译：熵MACE滤波器用于图像识别。
6. Predicting Brain Amyloid Using Multivariate Morphometry Statistics Sparse Coding and Correntropy: Validation in 1101 Individuals From the ADNI and OASIS Databases [O] . Jianfeng Wu, Qunxi Dong, Jie Gui, 2021

机译：使用多变量形态测量统计稀疏编码和校正血小素预测脑淀粉样蛋白：来自ADNI和OASIS数据库的1101个个人中的验证
7. M-ESTIMATION OF LINEAR MODELS WITH DEPENDENT ERRORS [O] . Wei Biao Wu 2007

机译：具有相关误差的线性模型的M估计

Error Entropy, Correntropy and M-Estimation

摘要

著录项

相似文献

相关主题

期刊订阅