Self-Organizing Neural Networks

出版者:Springer Verlag

作者:Seiffert, Udo (EDT)/ Jain, L. C. (EDT)

页数:278

价格:$ 124.30

装帧:HRD

isbn号码:9783790814170

This compilation contains new theoretical work as well as up-to-date applications contributed by some of the world leaders of current SOM research. It is a compact and vivid collection of almost all aspects of current research on Self-Organizing Maps, ranging from theoretical work, several technical and non-technical applications, numerical and implementation details on sequential and parallel hardware to self-organisation with spiking neurons. An overture, given by Teuvo Kohonen, builds a bridge from the development of the fundamentals to the many extensions, modifications and applications which have made this neural network architecture so successful.