Construction of a Concept of Neuronal Modeling

Paperback Engels 2022 9783658359980
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783658359980
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden

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Inhoudsopgave

Introduction.- Problem Analysis and Problem Statement.- Objectives and Methodology.- Design.- Implementation.- Demonstration.- Evaluation.- Concluding Remark.

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        Construction of a Concept of Neuronal Modeling