Optical Frequency Domain Reflectometry Based on Multilayer Perceptron [PDF]
Sensors, 2023 We proposed an optical frequency domain reflectometry based on a multilayer perceptron. A classification multilayer perceptron was applied to train and grasp the fingerprint features of Rayleigh scattering spectrum in the optical fiber.
Guolu Yin, Zhaohao Zhu, Min Liu
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Prediction model for suicide based on back propagation neural network and multilayer perceptron
Frontiers in Neuroinformatics, 2022 IntroductionThe aim was to explore the neural network prediction model for suicide based on back propagation (BP) and multilayer perceptron, in order to establish the popular, non-invasive, brief and more precise prediction model of suicide.Materials and
Jie Zhang
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LDAGM: prediction lncRNA-disease asociations by graph convolutional auto-encoder and multilayer perceptron based on multi-view heterogeneous networks [PDF]
BMC BioinformaticsBackground Long non-coding RNAs (lncRNAs) can prevent, diagnose, and treat a variety of complex human diseases, and it is crucial to establish a method to efficiently predict lncRNA-disease associations.
Bing Zhang +5 more
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Quaternionic Multilayer Perceptron with Local Analyticity
Information (Switzerland), 2012 A multi-layered perceptron type neural network is presented and analyzed in this paper. All neuronal parameters such as input, output, action potential and connection weight are encoded by quaternions, which are a class of hypercomplex number system ...
Teijiro Isokawa, Haruhiko Nishimura
exaly +3 more sources
Detection of Breast Cancer Using Infrared Thermal Images for Improved Accuracy by Using Random Forest and Multilayer Perceptron [PDF]
E3S Web of Conferences, 2023 At the present time, breast cancer is one of the most often diagnosed forms of cancer in females. Mammography is the most common form of screening imaging used to identify breast cancer in its earlier stages.
M Thejeshwar, S Stella Jenifer Isbella
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Novel Low-Power Construction of Chaotic S-Box in Multilayer Perceptron
Entropy, 2022 Multilayer perceptron is composed of massive distributed neural processors interconnected. The nonlinear dynamic components in these processors expand the input data into a linear combination of synapses.
Runtao Ren +4 more
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Classification of raw milk composition and somatic cell count in water buffaloes with support vector machines [PDF]
Kafkas Universitesi Veteriner Fakültesi Dergisi, 2020 The study investigates the classification of milk quality with support vector machines (SVM) using the raw milk composition and somatic cell count (SCC) data on buffalos.
Yalcin TAHTALI
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Jurnal Elkomika, 2023 ABSTRAK PT PLN (Persero) UP3 Salatiga merupakan perusahaan penyedia energi listrik enam kabupaten di Jawa Tengah. Agar energi listrik yang mengalir ke pelanggan handal dan ekonomis, penyesuaian antara supply dan demand penting untuk dilakukan.
RONI SAPUTRA +3 more
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International Journal of Photoenergy, 2021 To forecast solar irradiance with higher accuracy and generalization capability is challenging in the photovoltaic (PV) energy system. Meteorological parameters are highly influential in solar irradiance, leading to intermittent and randomicity ...
M. Madhiarasan +2 more
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Attention Multilayer Perceptron Fusion Network
IEEE Access, 2023 With the rise of downstream image tasks, the requirements for the quality of images obtained upstream are becoming higher and higher. In view of the many structural features of remote sensing images, we propose a novel deep neural network architecture ...
Yuhua Wang +3 more
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