Number of the records: 1

Distributed Implementation of NNSU Separating Algorithm

SYSNO ASEP	0366087
Document Type	L4 - Software
R&D Document Type	Software
Title	Distributed Implementation of NNSU Separating Algorithm
Author(s)	Hakl, František (UIVT-O)_{SAI, RID, ORCID}
Year of issue	2011
Int.Code	WWW-NNSU
SResult web page, Location of the result	http://www.cs.cas.cz/nnsu/
Technical parameters	Paralelni implementace separačního algoritmu geneticky optimalizovaných neuronových sítí s přepínacími jednotkami. Webové rozhraní této implementace pro vzdálené využívání na bázi klient-server.
Economic parameters	umožňuje separaci datových množin na základě známých (měřených) vzorů
Owner Name	Ústav informatiky AV ČR, v. v. i.
Registration Number of the result owner	67985807
Use by another entity	N - Využití výsledku jiným subjektem je možné bez nabytí licence
Language	eng - English
Country	CZ - Czech Republic
Keywords	separation ; prediction ; data mining ; neural networks ; genetic optimization
Subject RIV	IN - Informatics, Computer Science
R&D Projects	TA01010490 GA TA ČR - Technology Agency of the Czech Republic (TA ČR)
	1M0567 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
Annotation	Neural Network with Switching Units (NNSU) is a feed-forward neural network model. Nodes of this network are conected to form general Directed Acyclic Graph (DAG). The structure of this DAG is set up by genetic optimization procedures based on cross-over consistent representation of DAG structure. Nodes of the network consist from computational units and switching units. Switching units split an input space into separated parts, depending on results of previous computational units. Data in such subsets of input space are localy separated by consequent computational units. This model provides better separation/approximation ability than clasical neural networks approach. In addition, the fitness function of the genetic algorithm can by tuned to meet user specific requirements.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2012

Number of the records: 1