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Construction of a Concept of Neuronal Modeling by Marcus Grum. ISBN-10: ‎3658359986 ISBN-13: 978-3658359980, 9783658359980 ASIN: B09TGQQH6N

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Year: 2022
Pages: 896
Language: English
Format: PDF (56MB)
Publisher: Springer

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by Marcus Grum (Author)

The business problem of having inefficient processes, imprecise process analyses and simulations as well as non-transparent artificial neuronal network models can be overcome by an easy-to-use modeling concept. With the aim of developing a flexible and efficient approach to modeling, simulating and optimizing processes, this paper proposes a flexible Concept of Neuronal Modeling (CoNM). The modeling concept, which is described by the modeling language designed and its mathematical formulation and is connected to a technical substantiation, is based on a collection of novel sub-artifacts. As these have been implemented as a computational model, the set of CoNM tools carries out novel kinds of Neuronal Process Modeling (NPM), Neuronal Process Simulations (NPS) and Neuronal Process Optimizations (NPO). The efficacy of the designed artifacts was demonstrated rigorously by means of six experiments and a simulator of real industrial production processes

Year: 2022
Pages: 896
Language: English
Format: PDF
Publisher: Springer
ISBN-10: ‎3658359986
ISBN-13: 978-3658359980, 9783658359980
ASIN: B09TGQQH6N