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1. WO2006099429 - NEURAL NETWORK DEVELOPMENT AND DATA ANALYSIS TOOL

Publication Number WO/2006/099429
Publication Date 21.09.2006
International Application No. PCT/US2006/009154
International Filing Date 14.03.2006
Chapter 2 Demand Filed 29.01.2007
IPC
G06N 3/10 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
10Simulation on general purpose computers
G06N 3/08 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06N 3/04 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
CPC
G06N 3/0454
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0454using a combination of multiple neural nets
G06N 3/105
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
10Simulation on general purpose computers
105Shells for specifying net layout
Applicants
  • THALER, Stephen, L. [US]/[US]
Inventors
  • THALER, Stephen, L.
Agents
  • RUSCHE, H., Frederick
Priority Data
60/661,36914.03.2005US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) NEURAL NETWORK DEVELOPMENT AND DATA ANALYSIS TOOL
(FR) DEVELOPPEMENT D'UN RESEAU NEURONAL ET OUTIL D'ANALYSE DE DONNEES
Abstract
(EN)
A neural network development and data analysis tool provides significantly simplified network development through use of a scripted programming language, such as Extended Markup Language, or a project 'wizard.' The system also provides various tools for analysis and use of a trained artificial neural network, including three-dimensional views, skeletonization, and a variety of output module options. The system also provides for the possibility of autonomous evaluation of a network being trained by the system and the determination of optimal network characteristics for a given set of provided data.
(FR)
L'invention porte sur le développement d'un réseau neuronal et sur un outil d'analyse de données qui permet de simplifier considérablement le développement de ce réseau en utilisant un langage de programmation scripté tel que le langage XML (Extended Markup Language) ou un projet 'wizard.' Le système permet également l'utilisation de divers outils permettant d'analyser et d'utiliser un réseau neuronal artificiel soumis à un apprentissage, tel que des vues tridimensionnelles, la squelettisation et diverses options de modules de sortie. Le système offre également la possibilité d'une évaluation autonome d'un réseau soumis à un apprentissage par le système et la détermination des caractéristiques optimales du réseau pour un ensemble précis de données générées.
Also published as
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