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Titlebook: New Trends in Neural Computation; International Worksh José Mira,Joan Cabestany,Alberto Prieto Conference proceedings 1993 Springer-Verlag

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书目名称New Trends in Neural Computation
副标题International Worksh
编辑José Mira,Joan Cabestany,Alberto Prieto
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: New Trends in Neural Computation; International Worksh José Mira,Joan Cabestany,Alberto Prieto Conference proceedings 1993 Springer-Verlag
描述Neural computation arises from the capacity of nervoustissue to processinformation and accumulate knowledge in anintelligent manner. Conventional computational machines haveencountered enormous difficulties in duplicatingsuchfunctionalities. This has given rise to the developmentofArtificial Neural Networks where computation is distributedover a great number of local processing elements with a highdegree of connectivityand in which external programming isreplaced with supervised and unsupervised learning.The papers presented in this volume are carefullyreviewedversions of the talks delivered at the InternationalWorkshopon Artificial Neural Networks (IWANN ‘93) organizedby the Universities ofCatalonia and the Spanish OpenUniversity at Madrid and held at Barcelona,Spain, in June1993. The 111 papers are organized in sevensections:biological perspectives, mathematical models, learning,self-organizing networks, neural software,hardwareimplementation, and applications (in five subsections:signalprocessing and pattern recognition, communications,artificial vision,control and robotics, and otherapplications).
出版日期Conference proceedings 1993
关键词Artificial Neural Networks; C++ programming language; Fuzzy; Künstliche Neuronale Netze; Neural Architec
版次1
doihttps://doi.org/10.1007/3-540-56798-4
isbn_softcover978-3-540-56798-1
isbn_ebook978-3-540-47741-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 1993
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The pancreatic B-cell as a voltage-controlled oscillator,e glucose concentration. The effect of increased glucose concentrations is transduced in terms of modulation of frequency of the oscillations rather than in a sustained depolarization. We stress the analogies between this control system and a voltage-controlled oscillator fed by a comparator.
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Learning by reinforcement: A psychobiological model,ved phenomena in behaviorist experiments of operant and classical conditioning. The authors propose that an input-output map can be expressed as a combination of these phenomena, in the sense that the task of teaching a function is to make the network to adapt itself to verify a set of phenomena between its inputs and outputs.
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A high order neural model,g language running as a multi-elemental processor parallel computer. The system that is finally presented is a higher-ordered neural network with nonsupervised learning implemented in a multilayer structure.
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Higher-order networks for the optimization of block designs,is network is then used for the generation of some designs that are known to exist. For some designs the results are good, but for some others the system fails to find an optimal solution in a reasonable time. The problem is shown to be a good example to test the performance of optimizing neural networks.
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0302-9743 ional computational machines haveencountered enormous difficulties in duplicatingsuchfunctionalities. This has given rise to the developmentofArtificial Neural Networks where computation is distributedover a great number of local processing elements with a highdegree of connectivityand in which exte
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