Identification of black plastics realized with the aid of Raman spectroscopy and fuzzy radial basis function neural networks classifier
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Material Cycles and Waste Management"
DOI: 10.1007/s10163-017-0620-6
Abstract: To accomplish the effective classifier and secure the accurate classification capabilities of black plastics, a comprehensive design methodology of fuzzy radial basis function neural networks is developed with the aid of principal component analysis and… read more here.
Keywords: radial basis; basis function; spectroscopy; fuzzy radial ... See more keywords
Detection and Classification of Transmission Line Congestion by Feed Forward and Radial Basis Function Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "Journal of The Institution of Engineers (India): Series B"
DOI: 10.1007/s40031-018-0362-4
Abstract: AbstractA novel scheme for detection and classification of transmission line congestion in power systems using feed forward and radial basis function neural networks is presented. In the detection stage, the neural network is trained to… read more here.
Keywords: radial basis; classification; detection; basis function ... See more keywords
Application of radial basis function neural network to predict soil sorption partition coefficient using topological descriptors.
Sign Up to like & getrecommendations! Published in 2017 at "Chemosphere"
DOI: 10.1016/j.chemosphere.2016.10.122
Abstract: The soil sorption partition coefficient logKoc is an indispensable parameter that can be used in assessing the environmental risk of organic chemicals. In order to predict soil sorption partition coefficient for different and even unknown… read more here.
Keywords: sorption partition; network; soil sorption; neural network ... See more keywords
Net analyte signal and radial basis function neural network for development spectrophotometry method for the simultaneous determination of metformin and sitagliptin in anti-diabetic commercial tablet
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DOI: 10.1016/j.ijleo.2021.167518
Abstract: Abstract In this study, the net analyte signal (NAS) and radial basis function neural network (RBF-NN) are presented for the simultaneous spectrophotometric analysis of metformin (MET) and sitagliptin (STG) in mixtures and tablet formulation. The… read more here.
Keywords: neural network; basis function; net analyte; analyte signal ... See more keywords
Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2022.3231708
Abstract: Nowadays Internet of Things (IoT) and mobile systems use more and more Machine Learning based solutions, which implies a high computation cost with a low energy consumption. This is causing a revival of interest in… read more here.
Keywords: function; basis function; function neural; methodology ... See more keywords
On the Development and Performance Evaluation of Improved Radial Basis Function Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3076747
Abstract: This article deals with the development of four modified radial basis function neural network (RBFNN) models. The corresponding learning algorithms associated with the updating of internal parameters of the models are derived. The conventional inputs… read more here.
Keywords: function neural; basis function; rbfnn models; radial basis ... See more keywords