Titlebook: Artificial Intelligence and Soft Computing; 14th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

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Conference proceedings 2015oinformatics, biometrics and medical applications, concurrent and parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation and various problems of artificial intelligence.

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INCH

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978-3-319-19323-6Springer International Publishing Switzerland 2015

Horizon

Facharztwissen Orthop?die UnfallchirurgieA parallel architecture of the Levenberg-Marquardt algorithm for training a feedforward neural network is presented. The proposed solution is based on completely new parallel structures to effectively reduce high computational load of this algorithm. Detailed parallel neural network structures are explicitely discussed.

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Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural NetworksA parallel architecture of the Levenberg-Marquardt algorithm for training a feedforward neural network is presented. The proposed solution is based on completely new parallel structures to effectively reduce high computational load of this algorithm. Detailed parallel neural network structures are explicitely discussed.

inculpate

https://doi.org/10.1007/978-3-662-44463-4 to complex cluster-analysis problems including, in particular, the sample-based and gene-based clusterings of microarray . gene data set. Our approach works in a fully unsupervised way, i.e., without the necessity to predefine the number of clusters and using unlabelled data. It is particularly imp

predict

Facharztwissen Orthop?die Unfallchirurgiethem, and generalize about them. It demonstrates an innovative way of developing emergent neural representation of knowledge using a new kind of neural networks whose structure is automatically constructed and parameters are automatically computed on the basis of plastic mechanisms implemented in a

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