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Titlebook: Self-Organizing Maps; Teuvo Kohonen Book 19951st edition Springer-Verlag Berlin Heidelberg 1995 Mathematica.algorithms.artificial neural n

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楼主: Jackson
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,Glossary of “Neural” Terms,iophysics, bionics, image analysis, linguistics, optics, pattern-recognition techniques, phonetics, psychology, and medical science are extremely concise. Mathematical concepts have also been explained in more detail in Chap. 1.
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Hardware for SOM,lems, e.g. in the preprocessing stages for more complicated computer vision, special hardware networks may have to be developed. Such ANN circuits are sometimes necessary to miniaturize devices and make them cheap, for instance in medical applications or consumer electronics.
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0720-678X ­ ory" (Springer Series in Information Sciences, Volume 8) came out in 1984. Since then the self-organizing neural-network algorithms called SOM and LVQ have become very popular, as can be seen from the many works re­ viewed in Chap. 9. The new results obtained in the past ten years or so have warra
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Justification of Neural Modeling,fied. Another one is a direct attempt to develop new devices based on heuris-tically conceived, although biologically inspired simple components such as threshold-logic units or formal neurons. The circuits thereby designed are usually called ..
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Mathematical Preliminaries,rk is often provided by the generalized vector formalism. The operations in vector spaces, on the other hand, can conveniently be manipulated by matrix algebra. These concepts are first introduced in Sect. 1.1.
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Teuvo Kohonenthe development and progression of cancers. Herein, the role of K. channelsin cancer progression will be introduced by presenting the data obtained over the past 25 years, beginningwith the evidence for K. channels as cancer markers, followed by the data linkingK. channels to neoplastic growth and c
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Teuvo Kohonenddition to the classical exam­ ples, as represented by local anesthetics, many other drugs, including cal­ cium antagonists, psychoactive drugs, cardiac drugs, and anticonvulsants, have been shown to alter the ion channel function. For certain pesticides such as pyrethroids and DDT, sodium channels are clearl978-1-4615-7305-0
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