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Mapping some basic functions and operations to multilayer feedforward neural networks for modeling nonlinear dynamical systems and beyond |
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| Authors: | Pei Jin-Song Mai Eric C Wright Joseph P Masri Sami F |
| Institution: | 1.School of Civil Engineering & Environmental Science, University of Oklahoma, Norman, OK, 73019-1024, USA ;2.School of Civil Engineering & Environmental Science, Honors College, University of Oklahoma, Norman, OK, 73019-1024, USA ;3.Division of Applied Science, Weidlinger Associates Inc., New York, NY, 10005, USA ;4.Sonny Astani Department of Civil and Environmental Engineering, University of Southern California, Los Angeles, CA, 90089-2531, USA ; |
| Abstract: | Nonlinear Dynamics - This study significantly extends the development of an initialization methodology for designing multilayer feedforward neural networks, aimed primarily at modeling nonlinear... |
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