Neuroprose paper announcement
Dingankar
ajit at austin.ibm.com
Wed Apr 17 12:37:52 EDT 1996
**DO NOT FORWARD TO OTHER GROUPS**
Sorry, no hardcopies available.
4 pages.
Greetings!
The following invited paper will be presented at ISCAS in May
1996. The compressed PostScript file is available in the Neuroprose
archive; the details (URL, bibtex entry and abstract) follow.
Thanks,
Ajit
------------------------------------------------------------------------------
URL:
ftp://archive.cis.ohio-state.edu/pub/neuroprose/dingankar.tensor-products2.ps.Z
BiBTeX entry:
@INPROCEEDINGS{atd:iscas-96,
AUTHOR ="Dingankar, Ajit T. and Sandberg, Irwin W.",
TITLE ="{Tensor Product Neural Networks and
Approximation of Dynamical Systems}",
BOOKTITLE ="Proceedings of the International Symposium
on Circuits and Systems",
YEAR ="1996",
EDITOR ="",
PAGES ="",
ORGANIZATION ="",
PUBLISHER ="",
ADDRESS ="Atlanta, Georgia",
MONTH ="May 13--15"
}
Tensor Product Neural Networks and Approximation of Dynamical Systems
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ABSTRACT
We consider the problem of approximating any member of a large
class of input-output operators of nonlinear dynamical systems. The
systems need not be shift invariant, and the system inputs need not be
continuous. We introduce a family of ``tensor product'' dynamical
neural networks, and show that a certain continuity condition is
necessary and sufficient for the existence of arbitrarily good
approximations using this family.
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