Results 101 to 110 of about 935 (185)

Quaternion MLP Neural Networks Based on the Maximum Correntropy Criterion

open access: yes, 2023
We propose a gradient ascent algorithm for quaternion multilayer perceptron (MLP) networks based on the cost function of the maximum correntropy criterion (MCC).
Tian, Xinyu, Zhang, Zuxuan, Wang, Gang
core   +1 more source

Adaptive Pressure Control System Based on the Maximum Correntropy Criterion. [PDF]

open access: yesSensors (Basel), 2021
Flores TKS   +3 more
europepmc   +1 more source

A General Zero Attraction Proportionate Normalized Maximum Correntropy Criterion Algorithm for Sparse System Identification

open access: yes, 2017
A general zero attraction (GZA) proportionate normalized maximum correntropy criterion (GZA-PNMCC) algorithm is devised and presented on the basis of the proportionate-type adaptive filter techniques and zero attracting theory to highly improve the ...
Yingsong Li   +3 more
core   +1 more source

Adaptive filtering under a variable kernel width maximum correntropy criterion

open access: yes, 2017
The maximum correntropy criterion (MCC) algorithm with constant kernel width leads to a tradeoff problem in terms of convergence rate and steady-state misalignment.
Zhang, Sheng (R18909)   +2 more
core   +1 more source

Quaternion recurrent neural network with real-time recurrent learning and maximum correntropy criterion

open access: yes
We develop a robust quaternion recurrent neural network (QRNN) for real-time processing of 3D and 4D data with outliers. This is achieved by combining the real-time recurrent learning (RTRL) algorithm and the maximum correntropy criterion (MCC) as a loss
Mandic, Danilo P.   +2 more
core   +1 more source

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