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Analysis and Modeling of Neural Systems (Paperback, Softcover reprint of the original 1st ed. 1992)
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Analysis and Modeling of Neural Systems (Paperback, Softcover reprint of the original 1st ed. 1992)
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The recentexplosionofactivity inneural modelingseemsto have
beendriven more by advances inthe theories and
applicationsoflearning paradigms for artificial neural networks
than by advances in our knowledge of real nervous systems. In the
past few years, major conferences on neural networks and neural
modeling have emerged and, appropriately, have focussed on
technological exploitation of these advances. Sensingthat the
recentleaps in both computational powerand knowledge ofthe nervous
system may have setthe stage for a revolution intheoretical
neurobiology, neuroscientists have welcomed thenew neural modeling;
butmanyofthem would like tosee itdirected as heavily toward
understanding of the nervou$ system as it is presently directed
toward computertechnology and control-system engineering.
Furthermore, some neuroscientists believe thattechnologists
shouldnotbe satisfiedonly with exploiting or extending the recent
advances in learning paradigms, that emerging knowledge about real
nervous systems will suggest other, comparably valuable, paradigms
forsignal processingand control. Ourmotive as organizers was to
have a conference that focussed on both of these areas -- emerging
modeling tools and concepts for neurobiologists, and emerging
neurobiological concepts and neurobiological knowledge ofpotential
use to technologists. Ourprinciple ofdesign was simple. We
attempted to organize aconference withagroup ofspeakers that would
be most illuminating and exciting to us and to our students. We
succeeded. EdwinR. Lewis INTRODUCTION This volume contains the
collected papers of the 1990 Conference on Analysis and
ModelingofNeural Systems, held July 25-27, in Berkeley, California.
There were 21 invited talks at the meeting, covering aspects
ofanalysis and modeling from the subcellularlevel to the
networklevel. Inaddition, thirty six posters were accepted
forpresentation.
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