Results 21 to 30 of about 21,160 (284)
Smoke Detection from Himawari-8 Satellite Data over Kalimantan Island Using Multilayer Perceptrons
Remote Sensing, 2021 The smoke from biomass burning on Kalimantan Island has caused severe environmental problems in Southeast Asia’s primary burning regions and surrounding regions due to the overspread haze.
Yuhao Mo +3 more
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Invariant set of weight of perceptron trained by perceptron training algorithm [PDF]
, 2010 In this paper, an invariant set of the weight of the perceptron trained by the perceptron training algorithm is defined and characterized. The dynamic range of the steady state values of the weight of the perceptron can be evaluated via finding the ...
Ho, Charlotte Yuk-Fan +2 more
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A Variational Formulation for the Multilayer Perceptron [PDF]
, 2006 In this work we present a theory of the multilayer perceptron from the perspective of functional analysis and variational calculus. Within this formulation, the learning problem for the multilayer perceptron lies in terms of finding a function which is an extremal for some functional.
Roberto Lopez, Eugenio Oñate
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Artificial Neural Networks (ANNs) as a Novel Modeling Technique in Tribology
Frontiers in Mechanical Engineering, 2019 In the present paper, artificial neural networks (ANNs) are considered from a mathematical modeling point of view. A short introduction to feedforward neural networks is outlined, including multilayer perceptrons (MLPs) and radial basis function (RBF ...
Ivan Argatov
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Journal of Imaging, 2023 Artificial neural networks can solve various tasks in computer vision, such as image classification, object detection, and general recognition.
Ladislav Karrach, Elena Pivarčiová
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International Journal of Computational Intelligence Systems, 2023 Over the past decades, different classification approaches with different characteristics have been developed to achieve more efficient and accurate results. Although the loss function used in the training procedure is a significant influential factor in
Mehdi Khashei +2 more
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Environmental Challenges, 2023 China, India, and the United States consume the most energy and emit the most CO2. According to datacommons.org, India's CO2 emission is 1.80 tnes per capita, which is harmful to living beings: hence, this study exhibits India's harmful CO2 emission ...
Ashok Kumar Nanda +5 more
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IEEE Open Journal of the Industrial Electronics Society, 2022 A photovoltaic array including several modules in series may show mismatching due to discrepancies among the module conditions, mainly due to partial shadowing.
Michel Piliougine +2 more
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Efficiency Analysis of Kolmogorov-Arnold Networks for Visual Data Processing
Engineering ProceedingsIn the field of artificial neural networks, the use of multilayer perceptrons (MLPs) has long been a well-established methodology. Recently, the theory of Kolmogorov–Arnold Networks (KANs) has emerged as a potential alternative to multilayer perceptrons,
János Hollósi
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Sparse point‐voxel aggregation network for efficient point cloud semantic segmentation
IET Computer Vision, 2022 Effective and efficient semantic segmentation of 3D point cloud data is important for many tasks. Many methods for point cloud semantic segmentation rely on computationally expensive sampling and grouping layers to process irregular points, while others ...
Zheng Fang, Binyu Xiong, Fei Liu
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