"Network Approximation of Dynamical Systems" - Neuroprose paper
Dingankar
ajit at austin.ibm.com
Wed Nov 29 14:46:04 EST 1995
**DO NOT FORWARD TO OTHER GROUPS**
Sorry, no hardcopies available.
6 pages.
Greetings!
The following invited paper will be presented at NOLTA'95 next
month. The compressed PostScript file is available in the Neuroprose
archive; the details (URL, bibtex entry and abstract) follow.
Thanks,
Ajit
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URL:
ftp://archive.cis.ohio-state.edu/pub/neuroprose/dingankar.tensor-products.ps.Z
BiBTeX entry:
@INPROCEEDINGS{atd:nolta-95,
AUTHOR ="Dingankar, Ajit T. and Sandberg, Irwin W.",
TITLE ="{Network Approximation of Dynamical Systems}",
BOOKTITLE ="Proceedings of the International Symposium
on Nonlinear Theory and its Applications (NOLTA'95)",
YEAR ="1995",
EDITOR ="",
PAGES ="",
ORGANIZATION ="",
PUBLISHER ="",
ADDRESS ="Las Vegas, Nevada",
MONTH ="December 10--14"
}
Network 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 time-varying nonlinear dynamical
systems. 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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Ajit T. Dingankar | ajit at austin.ibm.com
IBM Corporation, Internal Zip 4359 | Work: (512) 838-6850
11400 Burnet Road, Austin, TX 78758 | Fax : (512) 838-5882
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