call for contributions
Dr. Josef Skrzypek
skrzypek at CS.UCLA.EDU
Fri Jun 12 11:57:17 EDT 1992
CALL FOR CONTRIBUTIONS
We are organizing a special edited book to be published by Kluwer, that
is dedicated to the subject of NEURAL NETWORK SIMULATION ENVIRONMENTS.
Submissions will be refereed. The plan calls for the book to be published
in the winter/spring of 1993. I would like to invite your participation.
DEADLINE FOR SUBMISSION: 25th of September, 1992
VOLUME TITLE: Neural Networks Simulation Environments
EDITOR: Prof. Josef Skrzypek
Department of Computer Science, 3532 BH
UCLA
Los Angeles CA 90024-1596
Email: skrzypek at cs.ucla.edu
Tel: (310) 825 2381
Fax: (310) UCLA CSD
DESCRIPTION
This edited volume is devoted to ``Simulation environments for studying
neuronal functions ''. The purpose of this special book is to encourage
further work and discussion in the area of Neural Network Simulation
tools that matured over the last decade into advanced neural
modeling environments. Computer simulation is currently the best way to
study dynamic properties of complex neuronal assemblies that might be
mathematically intractable until we learn how to grow our own neurons on
the breadboards. Simulation is also a way to avoid building prototypes
without testing and verification of the design. Finally, computer
simulation of very large complex systems, capable of intelligence or
vision is the only reasonable way to organize the ever increasing flood
of knowledge about these phenomena.
In the past decade the development of neural network simulation
environments has focused on two areas: 1) realistic (compartmental)
models of a single neuron (small cluster of neurons) based on information
currently available from the Neurosciences and 2) computational models
of abstract neurons in support of "artificial" or connectionist models.
All these NEURAL NETWORK SIMULATION ENVIRONMENTS
HAVE NOT BEEN COMPREHENSIVELY COLLECTED, ORGANIZED, OR COMPARED
ANYWHERE. Hence this volume should be a valuable addition to the
desktop library for every computational neuroscientist as well as
engineer designing artificial neural systems.
The volume will include both invited and submitted peer-reviewed
contributions. We are seeking submissions from researchers in relevant
fields, including, computational neuroscience, natural and artificial
vision, scientific computing, artificial intelligence, psychology, image
and signal processing and pattern recognition. We are seeking
submission describing MATURE (useful) WORKING simulation environements
dedicated to modeling a complete spectrum of neural phenomena from
membrane biophysics to computational abstraction such as for example
three-layer backpropagation network.
The volume will consist of three parts devoted to each major
class of neural simulation methodologies:
NEUROPHYSIOLOGICAL REALISM; simulators supporting neural models that
incorporate detail models of membrane biophysics.
PSYCHOPHYSICAL REALISM; simulators supporting computational models
of neurons and networks that can account for reported psychological
phenomena.
Connectionist (Symbolic) - based simulators for neuronal networks
models used in industry.
We would like to encourage submissions from both, researchers engaged
in analysis of biological systems such as modeling
psychophysical/neurophysiological data using neural networks as well as
from members of the engineering community who are synthesizing neural
network models. The number of papers that can be included in this
edited volume will be limited. Therefore, some qualified papers may be
encouraged for submission to professional journals.
SUBMISSION PROCEDURE
Submissions should be sent to Josef Skrzypek, by Sept 25 1992. The
suggested length is 20-22 double-spaced pages including figures,
references, abstract and so on. Format details, etc. will be
supplied on request.
Authors are strongly encouraged to discuss ideas for possible
submissions with the editor Tel (310)825-2381 or skrzypek at cs.ucla.edu
Thank you for your considerations.
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