Combined functional link adaptive filter for nonlinear acoustic echo cancellation
Sign Up to like & getrecommendations! Published in 2020 at "Analog Integrated Circuits and Signal Processing"
DOI: 10.1007/s10470-020-01719-5
Abstract: The usage of low-quality components in communicating devices may introduce nonlinearity in the audio signals. The degree of nonlinearity may vary over time due to the nonstationary nature of audio signals. In the presence of… read more here.
Keywords: adaptive filter; performance; link adaptive; functional link ... See more keywords
Jaya based functional link multilayer perceptron adaptive filter for Poisson noise suppression from X-ray images
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5592-y
Abstract: In this paper, a parameterless Jaya optimization based neural network filter named as Jaya-functional link multilayer perceptron (Jaya-FLMLP) is proposed for the elimination of Poisson noise from X-ray images. In this proposed adaptive filter, Jaya… read more here.
Keywords: functional link; network; link; filter ... See more keywords
Chebyshev Functional Link Artificial Neural Network Based on Correntropy Induced Metric
Sign Up to like & getrecommendations! Published in 2017 at "Neural Processing Letters"
DOI: 10.1007/s11063-017-9646-y
Abstract: In this paper, the Correntropy Induced Metric (CIM) as an alternative to the well-known mean square error (MSE) is employed in Chebyshev functional link artificial neural network (CFLANN) to deal with the noisy training data… read more here.
Keywords: functional link; correntropy induced; induced metric; artificial neural ... See more keywords
MFOFLANN: moth flame optimized functional link artificial neural network for prediction of earthquake magnitude
Sign Up to like & getrecommendations! Published in 2020 at "Evolving Systems"
DOI: 10.1007/s12530-019-09293-6
Abstract: It is true that the world today suffers greatly from the modernization by humans however the natural disasters in no way do less harm. In the wake of this threat, there is a need of… read more here.
Keywords: neural network; earthquake; functional link; prediction earthquake ... See more keywords
A generalized collaborative functional link adaptive filter for nonlinear active noise control
Sign Up to like & getrecommendations! Published in 2021 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2020.107799
Abstract: Abstract This paper derives a collaborative control algorithm called generalized collaborative functional link adaptive filter (GCFLAF) for nonlinear active noise control (NANC). The algorithm adopts the collaborative scheme by handling the noise cancellation problem divisionally… read more here.
Keywords: functional link; control; collaborative functional; filter ... See more keywords
Optimizing connection weights of functional link neural network using APSO algorithm for medical data classification
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.10.018
Abstract: Abstract Classification is a common problem in various fields of life, and the key challenging task in data mining. The primary objective of the classification process to classify the given dataset in a defined class… read more here.
Keywords: functional link; classification; network; link neural ... See more keywords
Robust Regularized Random Vector Functional Link Network and Its Industrial Application
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2737459
Abstract: Production quality indices of complex industrial processes are usually hard to be measured in real time, which leads to unavailability of closed-loop operational optimization and control. Therefore, data-driven modeling techniques have been extensively employed to… read more here.
Keywords: functional link; network; vector functional; robust regularized ... See more keywords
Chebyshev Functional Link Spline Neural Filter for Nonlinear Dynamic System Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3111919
Abstract: In order to increase the nonlinear fitting performance of functional link neural network (FLNN), a novel chebyshev functional link spline neural filter (CFLSNF) to apply in system identification is proposed. Compared with the weak nonlinearity… read more here.
Keywords: functional link; spline neural; chebyshev functional; cflsnf ... See more keywords
Visual Tracking With Convolutional Random Vector Functional Link Network
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2016.2588526
Abstract: Deep neural network-based methods have recently achieved excellent performance in visual tracking task. As very few training samples are available in visual tracking task, those approaches rely heavily on extremely large auxiliary dataset such as… read more here.
Keywords: functional link; network; vector functional; visual tracking ... See more keywords
Bayesian Random Vector Functional-Link Networks for Robust Data Modeling
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2017.2726143
Abstract: Random vector functional-link (RVFL) networks are randomized multilayer perceptrons with a single hidden layer and a linear output layer, which can be trained by solving a linear modeling problem. In particular, they are generally trained… read more here.
Keywords: vector functional; functional link; random vector; data modeling ... See more keywords
Intelligent Secure Ecosystem Based on Metaheuristic and Functional Link Neural Network for Edge of Things
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2920831
Abstract: Internet of Things (IoT) has evolved for building smart environments in a distributed system, where the data produced by IoT devices are transmitted through Edge computing devices to streamline the flow of traffic from IoT… read more here.
Keywords: functional link; intelligent secure; link neural; edge ... See more keywords