Journal articles on the topic 'Feed-forward ANNs'
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Golpour, Iman, Ana Cristina Ferrão, Fernando Gonçalves, Paula M. R. Correia, Ana M. Blanco-Marigorta, and Raquel P. F. Guiné. "Extraction of Phenolic Compounds with Antioxidant Activity from Strawberries: Modelling with Artificial Neural Networks (ANNs)." Foods 10, no. 9 (September 20, 2021): 2228. http://dx.doi.org/10.3390/foods10092228.
Full textO'Reilly, G., C. C. Bezuidenhout, and J. J. Bezuidenhout. "Artificial neural networks: applications in the drinking water sector." Water Supply 18, no. 6 (January 31, 2018): 1869–87. http://dx.doi.org/10.2166/ws.2018.016.
Full textDaud, Suleman, Khan Shahzada, M. Tufail, and M. Fahad. "Stream Flow Modeling of River Swat Using Regression and Artificial Neural Networks (ANNs) Techniques." Advanced Materials Research 255-260 (May 2011): 679–83. http://dx.doi.org/10.4028/www.scientific.net/amr.255-260.679.
Full textNovickis, Rihards, Daniels Jānis Justs, Kaspars Ozols, and Modris Greitāns. "An Approach of Feed-Forward Neural Network Throughput-Optimized Implementation in FPGA." Electronics 9, no. 12 (December 18, 2020): 2193. http://dx.doi.org/10.3390/electronics9122193.
Full textAl Khatib, Mohamed, and Samer Al Martini. "A Study on the Application of Artificial Neural Networks on Green Self Consolidating Concrete (SCC) under Hot Weather." Key Engineering Materials 677 (January 2016): 254–59. http://dx.doi.org/10.4028/www.scientific.net/kem.677.254.
Full textSabir, Zulqurnain, Thongchai Botmart, Muhammad Asif Zahoor Raja, Wajaree Weera, and Fevzi Erdoğan. "A stochastic numerical approach for a class of singular singularly perturbed system." PLOS ONE 17, no. 11 (November 28, 2022): e0277291. http://dx.doi.org/10.1371/journal.pone.0277291.
Full textMahmoudi, Amir Hossein, Mitra Ghanbari-Matloob, and Soroush Heydarian. "A Neural Networks Approach to Measure Residual Stresses Using Spherical Indentation." Materials Science Forum 768-769 (September 2013): 114–19. http://dx.doi.org/10.4028/www.scientific.net/msf.768-769.114.
Full textKaveh, M., and R. A. Chayjan. "Mathematical and neural network modelling of terebinth fruit under fluidized bed drying." Research in Agricultural Engineering 61, No. 2 (June 2, 2016): 55–65. http://dx.doi.org/10.17221/56/2013-rae.
Full textAbujayyab, S. K. M., M. A. S. Ahamad, A. S. Yahya, and A. M. H. Y. Saad. "A NEW FRAMEWORK FOR GEOSPATIAL SITE SELECTION USING ARTIFICIAL NEURAL NETWORKS AS DECISION RULES: A CASE STUDY ON LANDFILL SITES." ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences II-2/W2 (October 19, 2015): 131–38. http://dx.doi.org/10.5194/isprsannals-ii-2-w2-131-2015.
Full textGallo, Mariano, and Giuseppina De Luca. "Spatial Extension of Road Traffic Sensor Data with Artificial Neural Networks." Sensors 18, no. 8 (August 12, 2018): 2640. http://dx.doi.org/10.3390/s18082640.
Full textHettiarachchi, P., M. J. Hall, and A. W. Minns. "The extrapolation of artificial neural networks for the modelling of rainfall—runoff relationships." Journal of Hydroinformatics 7, no. 4 (October 1, 2005): 291–96. http://dx.doi.org/10.2166/hydro.2005.0025.
Full textShahbazian, Alireza, Hamidreza Rabiefar, and Babak Aminnejad. "Shear Strength Determination in RC Beams Using ANN Trained with Tabu Search Training Algorithm." Advances in Civil Engineering 2021 (November 24, 2021): 1–14. http://dx.doi.org/10.1155/2021/1639214.
Full textAalimahmoody, Nasrin, Chiara Bedon, Nasim Hasanzadeh-Inanlou, Amir Hasanzade-Inallu, and Mehdi Nikoo. "BAT Algorithm-Based ANN to Predict the Compressive Strength of Concrete—A Comparative Study." Infrastructures 6, no. 6 (May 26, 2021): 80. http://dx.doi.org/10.3390/infrastructures6060080.
Full textBerus, Lucijano, Simon Klancnik, Miran Brezocnik, and Mirko Ficko. "Classifying Parkinson’s Disease Based on Acoustic Measures Using Artificial Neural Networks." Sensors 19, no. 1 (December 20, 2018): 16. http://dx.doi.org/10.3390/s19010016.
Full textDemiralay, Raziye, Ibrahim Akdenizli, and Halime Boztoprak. "Estimating of student success with artificial neural networks." New Trends and Issues Proceedings on Humanities and Social Sciences 3, no. 7 (July 23, 2017): 21–27. http://dx.doi.org/10.18844/prosoc.v3i7.1980.
Full textSuchacz, Bogdan, and Marek Wesolowski. "Herbal drug raw materials differentiation by neural networks using non-metals content." Open Chemistry 8, no. 6 (December 1, 2010): 1298–304. http://dx.doi.org/10.2478/s11532-010-0105-0.
Full textKechagias, John, Aristidis Tsiolikas, Panagiotis Asteris, and Nikolaos Vaxevanidis. "Optimizing ANN performance using DOE: application on turning of a titanium alloy." MATEC Web of Conferences 178 (2018): 01017. http://dx.doi.org/10.1051/matecconf/201817801017.
Full textSrisaeng, Panarat, Glenn S. Baxter, and Graham Wild. "FORECASTING DEMAND FOR LOW COST CARRIERS IN AUSTRALIA USING AN ARTIFICIAL NEURAL NETWORK APPROACH." Aviation 19, no. 2 (June 24, 2015): 90–103. http://dx.doi.org/10.3846/16487788.2015.1054157.
Full textNourani, Vahid, Elnaz Sharghi, and Mohammad Hossein Aminfar. "Integrated ANN model for earthfill dams seepage analysis: Sattarkhan Dam in Iran." Artificial Intelligence Research 1, no. 2 (August 30, 2012): 22. http://dx.doi.org/10.5430/air.v1n2p22.
Full textGonzález-Pérez, Carlos Alberto, and Jaime De-la-Colina. "Determination of Mass Properties in Floor Slabs from the Dynamic Response Using Artificial Neural Networks." Civil Engineering Journal 8, no. 8 (August 1, 2022): 1549–64. http://dx.doi.org/10.28991/cej-2022-08-08-01.
Full textRaja, Muhammad Asif Zahoor, Kiran Asma, and Muhammad Saeed Aslam. "Bio-inspired computational heuristics to study models of HIV infection of CD4+ T-cell." International Journal of Biomathematics 11, no. 02 (February 2018): 1850019. http://dx.doi.org/10.1142/s1793524518500195.
Full textBrkić, Srđan, Predrag Ivaniš, and Bane Vasić. "On guaranteed correction of error patterns with artificial neural networks." Telfor Journal 14, no. 2 (2022): 51–55. http://dx.doi.org/10.5937/telfor2202051b.
Full textSong, Yang, Dawei Han, and Miguel A. Rico-Ramirez. "High temporal resolution rainfall rate estimation from rain gauge measurements." Journal of Hydroinformatics 19, no. 6 (August 24, 2017): 930–41. http://dx.doi.org/10.2166/hydro.2017.054.
Full textMalik, Samander Ali, Assad Farooq, Thomas Gereke, and Chokri Cherif. "Prediction of Blended Yarn Evenness and Tensile Properties by Using Artificial Neural Network and Multiple Linear Regression." Autex Research Journal 16, no. 2 (June 1, 2016): 43–50. http://dx.doi.org/10.1515/aut-2015-0018.
Full textRaja, Muhammad Asif Zahoor, Mohmmad Abdul Rehman Khan, Tariq Mahmood, Umair Farooq, and Naveed Ishtiaq Chaudhary. "Design of bio-inspired computing technique for nanofluidics based on nonlinear Jeffery–Hamel flow equations." Canadian Journal of Physics 94, no. 5 (May 2016): 474–89. http://dx.doi.org/10.1139/cjp-2015-0440.
Full textCigizoglu, H. Kerem, and Özgür Kişi. "Flow prediction by three back propagation techniques using k-fold partitioning of neural network training data." Hydrology Research 36, no. 1 (February 1, 2005): 49–64. http://dx.doi.org/10.2166/nh.2005.0005.
Full textAwad, Asmaa J., Ahmed A. Ahmed, and Osamah F. Abdulateef. "Estimate and Analysis the Availability of Generator in Electric Power Plant Using ANN." Al-Khwarizmi Engineering Journal 18, no. 2 (June 16, 2022): 1–12. http://dx.doi.org/10.22153/kej.2022.04.001.
Full textBhyrapuneni, Srikanth, and Anandan Rajendran. "A Comparative Analysis for Optical Character Recognition for Text Extraction from Images Using Artificial Neural Network Fuzzy Inference System." Traitement du Signal 39, no. 1 (February 28, 2022): 283–89. http://dx.doi.org/10.18280/ts.390129.
Full textCostiris, N., E. Mavrommatis, K. A. Gernoth, and J. W. Clark. "A Global Model of β−-Decay Half-Lives Using Neural Networks." HNPS Proceedings 15 (January 1, 2020): 210. http://dx.doi.org/10.12681/hnps.2640.
Full textWilliamson, Roddy, and Abdul Chrachri. "A model biological neural network: the cephalopod vestibular system." Philosophical Transactions of the Royal Society B: Biological Sciences 362, no. 1479 (January 17, 2007): 473–81. http://dx.doi.org/10.1098/rstb.2006.1975.
Full textGajamannage, K., D. I. Jayathilake, Y. Park, and E. M. Bollt. "Recurrent neural networks for dynamical systems: Applications to ordinary differential equations, collective motion, and hydrological modeling." Chaos: An Interdisciplinary Journal of Nonlinear Science 33, no. 1 (January 2023): 013109. http://dx.doi.org/10.1063/5.0088748.
Full textMJOLSNESS, ERIC. "ON COOPERATIVE QUASI-EQUILIBRIUM MODELS OF TRANSCRIPTIONAL REGULATION." Journal of Bioinformatics and Computational Biology 05, no. 02b (April 2007): 467–90. http://dx.doi.org/10.1142/s0219720007002874.
Full textYin, Ying, G. Y. Tian, Guo Fu Yin, and A. M. Luo. "Defect Identification and Classification for Digital X-Ray Images." Applied Mechanics and Materials 10-12 (December 2007): 543–47. http://dx.doi.org/10.4028/www.scientific.net/amm.10-12.543.
Full textKUNHIMANGALAM, REEDA, SUJITH OVALLATH, and PAUL K. JOSEPH. "ARTIFICIAL NEURAL NETWORKS IN THE IDENTIFICATION OF PERIPHERAL NERVE DISORDERS." Journal of Mechanics in Medicine and Biology 12, no. 04 (September 2012): 1240018. http://dx.doi.org/10.1142/s0219519412400180.
Full textZheng, Jin Xing, Ming Jun Zhang, and Qing Xin Meng. "Tool Cutting Force Modeling in High Speed Milling Using PSO-BP Neural Network." Key Engineering Materials 375-376 (March 2008): 515–19. http://dx.doi.org/10.4028/www.scientific.net/kem.375-376.515.
Full textAyrulu-Erdem, Birsel, and Billur Barshan. "Leg Motion Classification with Artificial Neural Networks Using Wavelet-Based Features of Gyroscope Signals." Sensors 11, no. 2 (January 28, 2011): 1721–43. http://dx.doi.org/10.3390/s110201721.
Full textGHOSH, RANADHIR, JOHN YEARWOOD, MOUMITA GHOSH, and ADIL BAGIROV. "A HYBRID NEURAL LEARNING ALGORITHM USING EVOLUTIONARY LEARNING AND DERIVATIVE FREE LOCAL SEARCH METHOD." International Journal of Neural Systems 16, no. 03 (June 2006): 201–13. http://dx.doi.org/10.1142/s0129065706000615.
Full textLópez-Aguilar, Kelvin, Adalberto Benavides-Mendoza, Susana González-Morales, Antonio Juárez-Maldonado, Pamela Chiñas-Sánchez, and Alvaro Morelos-Moreno. "Artificial Neural Network Modeling of Greenhouse Tomato Yield and Aerial Dry Matter." Agriculture 10, no. 4 (April 1, 2020): 97. http://dx.doi.org/10.3390/agriculture10040097.
Full textRobertson, Simon G., and Alexander K. Morison. "A trial of artificial neural networks for automatically estimating the age of fish." Marine and Freshwater Research 50, no. 1 (1999): 73. http://dx.doi.org/10.1071/mf98039.
Full textNan, Dong Xiang, Yun Sheng Zhang, and Xue Qiang Sun. "Modeling of Proportional Integral Derivative Neural Networks Based on Quantum Computation." Advanced Materials Research 267 (June 2011): 757–61. http://dx.doi.org/10.4028/www.scientific.net/amr.267.757.
Full textALTUN, A. ALPASLAN, H. ERDINC KOCER, and NOVRUZ ALLAHVERDI. "GENETIC ALGORITHM BASED FEATURE SELECTION LEVEL FUSION USING FINGERPRINT AND IRIS BIOMETRICS." International Journal of Pattern Recognition and Artificial Intelligence 22, no. 03 (May 2008): 585–600. http://dx.doi.org/10.1142/s0218001408006351.
Full textUmar, Muhammad, Zulqurnain Sabir, Muhammad Asif Zahoor Raja, Muhammad Shoaib, Manoj Gupta, and Yolanda Guerrero Sánchez. "A Stochastic Intelligent Computing with Neuro-Evolution Heuristics for Nonlinear SITR System of Novel COVID-19 Dynamics." Symmetry 12, no. 10 (October 2, 2020): 1628. http://dx.doi.org/10.3390/sym12101628.
Full textDiez, Francisco J., Ouiam F. Boukharta, Luis M. Navas-Gracia, Leticia Chico-Santamarta, Andrés Martínez-Rodríguez, and Adriana Correa-Guimaraes. "Daily Estimation of Global Solar Irradiation and Temperatures Using Artificial Neural Networks through the Virtual Weather Station Concept in Castilla and León, Spain." Sensors 22, no. 20 (October 13, 2022): 7772. http://dx.doi.org/10.3390/s22207772.
Full textOsofisan, P. B., and J. O. Ilevbare. "Artificial Neural Network Approach for Solving Power Flow Problem: A Case Study of Ayede 132 KV Power System, Nigeria." Advanced Materials Research 367 (October 2011): 133–41. http://dx.doi.org/10.4028/www.scientific.net/amr.367.133.
Full textGašperlin, M., F. Podlogar, and R. Šibanc. "Evolutionary Artificial Neural Networks as Tools for Predicting the Internal Structure of Microemulsions." Journal of Pharmacy & Pharmaceutical Sciences 11, no. 1 (March 24, 2008): 67. http://dx.doi.org/10.18433/j3f594.
Full textIliadis, Lazaros, Shawn D. Mansfield, Stavros Avramidis, and Yousry A. El-Kassaby. "Predicting Douglas-fir wood density by artificial neural networks (ANN) based on progeny testing information." Holzforschung 67, no. 7 (October 1, 2013): 771–77. http://dx.doi.org/10.1515/hf-2012-0132.
Full textJiménez-Macías, Emilio, Angel Sánchez-Roca, Hipólito Carvajal-Fals, Julio Blanco-Fernández, and Eduardo Martínez-Cámara. "Wavelets Application in Prediction of Friction Stir Welding Parameters of Alloy Joints from Vibroacoustic ANN-Based Model." Abstract and Applied Analysis 2014 (2014): 1–11. http://dx.doi.org/10.1155/2014/728564.
Full textELRAGAL, HASSAN M. "IMPROVING NEURAL NETWORKS PREDICTION ACCURACY USING PARTICLE SWARM OPTIMIZATION COMBINER." International Journal of Neural Systems 19, no. 05 (October 2009): 387–93. http://dx.doi.org/10.1142/s0129065709002099.
Full textGoodacre, Royston. "Use of Pyrolysis Mass Spectrometry with Supervised Learning for the Assessment of the Adulteration of Milk of Different Species." Applied Spectroscopy 51, no. 8 (August 1997): 1144–53. http://dx.doi.org/10.1366/0003702971941665.
Full textÖzdoğan, Hasan, Yiğit Ali Üncü, Mert Şekerci, and Abdullah Kaplan. "A study on the estimations of (n, t) reaction cross-sections at 14.5 MeV by using artificial neural network." Modern Physics Letters A 36, no. 23 (July 30, 2021): 2150168. http://dx.doi.org/10.1142/s0217732321501686.
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