Výsledky vyhľadávania - "Backpropagation algorithms"

Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics Autor Vlachas, P.R., Pathak, J., Hunt, B.R., Sapsis, T.P., Girvan, M., Ott, E., Koumoutsakos, P.

“…We examine the efficiency of Recurrent Neural Networks in forecasting the spatiotemporal dynamics of high dimensional and reduced order complex systems using…”
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Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction Autor Heng, Seah Yi, Ridwan, Wanie M., Kumar, Pavitra, Ahmed, Ali Najah, Fai, Chow Ming, Birima, Ahmed Hussein, El-Shafie, Ahmed

“…Solar energy serves as a great alternative to fossil fuels as they are clean and renewable energy. Accurate solar radiation (SR) prediction can substantially…”
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A comparison of quaternion neural network backpropagation algorithms Autor Bill, Jeremiah, Cox, Bruce A., Champagne, Lance

“… This work aims to unify existing research by evaluating four distinct QNN backpropagation algorithms, including the novel GHR-calculus backpropagation algorithm, and providing concise, scalable…”
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Training optronic convolutional neural networks on an optical system through backpropagation algorithms Autor Gu, Ziyu, Huang, Zicheng, Gao, Yesheng, Liu, Xingzhao

“… We derive the backpropagation algorithms of OPCNN hence the complicated gradient calculation in backward propagating processes can be obtained through optical computing…”
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Design and application of Nagar-Bardini structure-based interval type-2 fuzzy logic systems optimized with the combination of backpropagation algorithms and recursive least square algorithms Autor Chen, Yang, Li, Chenxi, Yang, Jiaxiu

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Backpropagation Algorithms for a Broad Class of Dynamic Networks Autor Orlando De Jesus, Hagan, M.T.

“…This paper introduces a general framework for describing dynamic neural networks-the layered digital dynamic network (LDDN). This framework allows the…”
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Productivity Enhancement by Prediction of Liquid Steel Breakout during Continuous Casting Process in Manufacturing of Steel Slabs in Steel Plant Using Artificial Neural Network with Backpropagation Algorithms Autor Ansari, Md Obaidullah, Chattopadhyaya, Somnath, Ghose, Joyjeet, Sharma, Shubham, Kozak, Drazan, Li, Changhe, Wojciechowski, Szymon, Dwivedi, Shashi Prakash, Kilinc, Huseyin Cagan, Królczyk, Jolanta B., Walczak, Dominik

“…) and developed a breakout prediction system (BOPS) for continuous casting of steel slabs. The BOPS is modeled using an artificial neural network with a backpropagation…”
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Analysis of Backpropagation Algorithms in Predicting World Internet Users Autor Setti, Sunil, Wanto, Anjar, Syafiq, Muhammad, Andriano, Andriano, Sihotang, Bil Klinton

“…The internet is now a primary need for its users. According to the e-Marketer market research institute, there are the top 25 countries with the most internet…”
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Recent systematic review on student performance prediction using backpropagation algorithms Autor Ismanto, Edi, Ab Ghani, Hadhrami, Md Saleh, Nurul Izrin, Al Amien, Januar, Gunawan, Rahmad

“… Widely used for academic performance prediction, backpropagation algorithms have been trained…”
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Evaluation of Parameter Settings for Training Neural Networks Using Backpropagation Algorithms: A Study With Clinical Datasets Autor Leema N, Nehemiah, Khanna H, Elgin Christo V. R, Kannan A

“…Artificial neural networks (ANN) are widely used for classification, and the training algorithm commonly used is the backpropagation (BP) algorithm. The major…”
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RESEARCH ON TECHNIQUES TO ENHANCE DDoS ATTACK PREVENTION USING CUMULATIVE SUM AND BACKPROPAGATION ALGORITHMS Autor Hoang Thi Phuong

“…This paper focuses on enhancing DDoS attack prevention capabilities through the combination of the Cumulative Sum (CUSUM) algorithm and the Backpropagation…”
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RETRACTED ARTICLE: A hybrid algorithm based on artificial bat and backpropagation algorithms for multiplicative neuron model artificial neural networks Autor Bas, Eren, Egrioglu, Erol, Yolcu, Ufuk

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Investigating the performance of neural network backpropagation algorithms for TEC estimations using South African GPS data Autor Habarulema, J. B., McKinnell, L.-A.

“…In this work, results obtained by investigating the application of different neural network backpropagation training algorithms are presented. This was done to…”
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AI Deep Learning Optimization for Compact Dual-Polarized High-Isolation Antenna Using Backpropagation Algorithm Autor Wu, Duo-Long, Hu, Xiao Jian, Chen, Jin Hao, Ye, Liang Hua, Li, Jian-Feng

“… The method is a building model of multi-input target characteristics and multioutput dimensional variables based on a backpropagation algorithm (MIMO-BP…”
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Comments on "Backpropagation Algorithms for a Broad Class of Dynamic Networks Autor Endisch, C., Stolze, P., Hackl, C., Schroder, D.

“…"For original paper see O. De Jesus, .ibid., vol. 18, no. 1, p.14-27,(2007)",. In a recent paper, De Jesus proposed a general framework for describing dynamic…”
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Comparison Of Particle Swarm Optimization And Backpropagation Algorithms For Training Feedforward Neural Network Autor Mohammadi, Nasser, Mirabedini, Seyed Javad

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Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits Autor Krestinskaya, Olga, Salama, Khaled Nabil, James, Alex Pappachen

“…The on-chip implementation of learning algorithms would speed up the training of neural networks in crossbar arrays. The circuit level design and…”
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Evolutionary Neural Network model for West Texas Intermediate crude oil price prediction Autor Chiroma, Haruna, Abdulkareem, Sameem, Herawan, Tutut

“…•We propose approach for the prediction of the WTI crude oil price.•The values predicted by the proposed method and actual once are statistically equal.•The…”
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A Comparative Analysis on ID3 and Backpropagation Algorithms Autor Rangaswamy, C R Kavitha

“…This article briefly explain a comparative study on ID3 classification and Backpropagation algorithm…”
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A Comparative Study of MLP Networks Using Backpropagation Algorithms in Electrical Equipment Thermography Autor Huda, A. S. Nazmul, Taib, Soib

“…) networks using various backpropagation algorithms for thermal imaging-based condition monitoring of electrical hotspot…”
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