bibtype C - Conference Paper (international conference)
ARLID 0403972
utime 20240103181743.3
mtime 20060210235959.9
WOS 000171236900032
SCOPUS 84956987799
DOI 10.1007/3-540-44411-4_32
title (primary) (eng) Robust Implementation of Finite Automata by Recurrent RBF Networks
specification
page_count 9 s.
serial
title SOFSEM'2000: Theory and Practice of Informatics
page_num 431-439
editor
name1 Hlaváč
name2 V.
editor
name1 Jeffery
name2 K.G.
editor
name1 Wiedermann
name2 J.
publisher
place Berlin
name Springer
year 2000
ISBN 3-540-41348-0
ISSN 0302-9743
author (primary)
ARLID cav_un_auth*0108377
name1 Šorel
name2 Michal
full_dept Department of Image Processing
institution UTIA-B
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
author
ARLID cav_un_auth*0100836
name1 Šíma
name2 Jiří
institution UIVT-O
full_dept Department of Theoretical Computer Science
fullinstit Ústav informatiky AV ČR, v. v. i.
COSATI 12
COSATI 06D
cas_special
project
project_id IAB2030007
agency GA AV ČR
ARLID cav_un_auth*0013875
research AV0Z1030915
abstract (eng) In this paper a recurrent network, which consists of O(sqrt(m log m)) RBF (radial basis functions) units with maximum norm employing any activation function that has different values in at least two nonnegative points, is constructed so as to implement a given deterministic finite automaton with m states. The underlying simulation proves to be robust with respect to analog noise for a large class of smooth activation functions with a special type of inflexion.
action
ARLID cav_un_auth*0207920
name SOFSEM 2000 /27./
place Milovy
country CZ
dates 25.11.2000-01.12.2000
reportyear 2001
RIV BA
mrcbC52 4 O 4o 20231122133440.9
permalink http://hdl.handle.net/11104/0124256
ID_orig UIVT-O 20000112
arlyear 2000
mrcbTft \nSoubory v repozitáři: 0403972.pdf
mrcbU14 84956987799 SCOPUS
mrcbU34 000171236900032 WOS
mrcbU63 SOFSEM'2000: Theory and Practice of Informatics 3-540-41348-0 0302-9743 431 439 Berlin Springer 2000 Lecture Notes in Computer Science 1963
mrcbU67 Hlaváč V. 340
mrcbU67 Jeffery K.G. 340
mrcbU67 Wiedermann J. 340