l`Apprentissage Connexionniste Outils de simulation

Transcription

Freeware & Shareware
Tools
Introduction à
l’Apprentissage Connexionniste
Outils de simulation
10
Younès BENNANI
Université Paris 13/Younès Bennani
Apprentissage Connexionniste
1
The ART Gallery
Description :
Xerion est en C et peut être employé pour expérimenter des réseaux
connexionnistes simples ou complexes.
Algorithmes :
Backpropagation, Recurrent Backpropagation, Boltzmann Machine,
Mean Field Theory, FEM, CL, Self-Organizing Map, Learning Vector
Quantizer
Algorithmes :
ART1, ART2, Fuzzy ARTmap, ARTmap
Plates-Formes :
Windows, UNIX
Plates-Formes :
Silicon Graphics et Sun
Type :
Freeware
Freeware
Développeur :
Lars H. Liden
Développeur :
Xerion Project
Adresse : Dept. of Cognitive and Neural Systems, Boston
University, 677 Beacon Street, Boston MA 02215
E-mail: [email protected]
Adresse : Dept. of Computer Science, University of Toronto, 6 Kings College
Road, Toronto, Ontario, Canada M5S 1A4
Plus d’Information:
Home Page :
http://cns-web.bu.edu/pub/laliden/WWW/nnet.frame.html
FTP Archive : ftp://park.bu.edu/pub/ART_GALLERY/
2
Xerion Simulator
Description :
The Art Gallery est une série de procédures destinée a être
employée dans autre code pour réaliser plusieurs modèles de type ART.
Type :
Home Page :
http://www.cs.utoronto.ca/~drew/release-4.0/release-4.0.html
FTP Archive : ftp://ftp.cs.toronto.edu/pub/xerion/
3
4
WinNN
tlearn
Description :
Simulation des réseaux multicouches.
Description :
Simulation des réseaux multicouches.
Algorithmes :
Backpropagation
Algorithmes :
Backpropagation
Plates-Formes :
MacOS 7.5+, Windows95, and UNIX
Plates-Formes :
MS Windows
Type :
Type :
Shareware
Développeur :
Kim Plunkett and Jeffrey L. Elman
Développeur :
University of Indiana
Washington University at Saint Louis
Monash University
Adresse : E-mail: [email protected]
Home Page :
FTP Archive :
ftp://ftp.industry.net/pub/sharewar/ai_xprt/winnn09.exe
Freeware
http://crl.ucsd.edu/innate/index.shtml
http://crl.ucsd.edu/innate/tlearn.html
ftp://ftp.psych.ox.ac.uk/pub/tlearn/
ftp://crl.ucsd.edu/pub/neuralnets/tlearn
FTP Archive :
5
SNNS
6
SpiderWeb Neural Network Library
Description :
Stuttgart Neural Network Simulator
Description :
Freeware C++ code source.
Algorithmes :
Adaptive Resonance Theory, ARTmap, Backpercolation,
Backpropagation, Cascade Correlation, Counter Propagation,
Jordan
Nets, LVQ, Quickpropagation, SOM
Algorithmes :
Backpropagation
Plates-Formes :
SunOS, Ultrix, Interactive Unix, AIX, HP/UX
Plates-Formes :
Windows, UNIX
Type :
Type :
Freeware
Freeware
Développeur :
University of Stuttgart
Développeur :
Robert Klapper
Adresse : Breitwiesenstr. 20/22, 70565 Stuttgart, Germany
Adresse : E-mail: [email protected]
Home Page :
FTP Archive :
Home Page :
http://www.cs.nyu.edu/~klap7794/spiderweb2.html
http://www.informatik.unistuttgart.de/ipvr/bv/projekte/snns/snns.html
ftp://ftp.informatik.uni-stuttgart.de/pub/SNNS/
7
8
SOM Toolbox
SOM PAK
Description :
Un simulateur des cartes topologiques développé par l ’équipe de
l’auteur de l’algorithme.
Description :
Un Toolbox MATLAB des cartes topologiques développé par
l’équipe de l’auteur de l’algorithme.
Algorithmes :
Self-Organizing Map
Algorithmes :
Self-Organizing Map
Plates-Formes :
Windows, UNIX
Plates-Formes :
Windows, UNIX
Type :
Type :
Freeware
Développeur :
Teuvo Kohonen et Juha Vesanto
Adresse : Helsinki University of Technology, Laboratory of Computer and
Information Science, FIN-02150 Espoo, Finland
Adresse : Helsinki University of Technology, Laboratory of Computer and
Information Science, FIN-02150 Espoo, Finland
Home Page :
Home Page : http://www.cis.hut.fi/projects/somtoolbox/
Freeware
Développeur :
Teuvo Kohonen, Jussi Hynninen, Jari Kangas, et Jorma Laaksonen
FTP Archive :
9
SESAME
http://www.cis.hut.fi/nnrc/nnrc-programs.html
ftp://cochlea.hut.fi/pub/som_pak/
Roxanne
Description :
Software Environment for the Simulation of Adaptive Modular
Systems.
SESAME écrit en C++ et l’interface X-Windows.
Description :
Simulateur pour SOM.
Algorithmes :
Backpropagation
Algorithmes :
Kohonen self-organizing maps
Plates-Formes :
UNIX avec X Windows (Linux, SunOS)
Plates-Formes :
X Windows
Type :
10
Type :
Freeware
Freeware
Développeur :
GMD National Research Center for Information Technology
Développeur :
Institute for Computer Applications in Science and Engineering
(ICASE)
Adresse : Schloss Birlinghoven,
D-53754 Sankt Augustin, Germany
Home Page :
http://www.informatik.uni-ulm.de/abt/ni/NNSim/section3.33.html
FTP Archive : ftp://ftp.gmd.de/gmd/as/sesame/
11
12
QwikNet
Pygmalion (Galatée)
Description :
Simulateur pour MLP.
Description :
Toute l ’ambition du projet Pygmalion : définir un futur standard
européen d ’outils de simulation pour les réseaux connexionnistes.
Algorithmes :
Online & Batch Backpropagation, Delta-Bar-Delta, Quickprop, and
Recurrent Backpropagation
Algorithmes :
Backpropagation, Self-Organizing Map, Hopfield Network
Plates-Formes :
Windows
Plates-Formes :
Windows, UNIX
Type :
Freeware
Type :
Freeware
Développeur :
Craig Jensen
Home Page :
http://www.simtel.net/pub/simtelnet/win3/neural/qwknet11.zip
FTP Archive :
ftp://ftp.simtel.net/pub/simtelnet/win3/neural/qwknet11.zip
Développeur :
ESPRIT project, Europe
Notre équipe de recherche (supervision de C. Méjia)
+ Plusieurs autres
FTP Archive : ftp://ftp.funet.fi/pub/sci/neural/sims/pygmalion.tar.Z
13
Pittnet
Description :
Parallel Distributed Processing simulator.
Algorithmes :
Feedforward Network (Backpropagation), ART1, Kohonen SelfOrganizing Map, Radial Basis Function Networks
Algorithmes :
Feedforward and several recurrent Backpropagation networks,
Boltzmann machine, Hopfield, Mean-field, Interactive activation and
competition, and continuous stochastic networks
Plates-Formes :
Windows, UNIX, Source C++
Plates-Formes :
Windows, UNIX
Freeware
Développeur :
Brian Carnahan et Alice E. Smith
Type :
Freeware
Adresse : Department of Industrial Engineering, 1048 Benedum Hall,
University of Pittsburgh, Pittsburgh, PA 15261, USA
Phone: +1 (412) 624-5045
Fax: +1 (412) 624-9831
Home Page :
14
PDP++ Software
Description :
Simulateur orienté objet (C++). L'utilisateur peut choisir de
développer quatre types de réseaux connexionnistes.
Type :
Développeur :
NIC
Home Page :
FTP Archive :
http://www.pitt.edu/~aesmith/
http://www.pitt.edu/~aesmith/pittnet.exe
http://www.pitt.edu/~aesmith/pittnet.cpp
http://www.pitt.edu/~aesmith/guide.doc
15
http://www.cnbc.cmu.edu/PDP++/PDP++.html
ftp://nic.funet.fi/pub/sci/neural/sims/pdp.tar.Z
ftp://hydra.psy.cmu.edu/pub/pdp++
16
NNSYSID
NNCTRL
Description :
Un Toolbox MATLAB pour l'identification de systèmes dynamiques
et l ’analyse des séries temporelles.
Description :
Un Toolkit MATLAB pour la simulation de systèmes de contrôle
basés sur des réseaux connexionnistes. C’est un complément au
Toolkit NNSYSID qui est un ensemble de fonctions pour
l'identification de systèmes avec des réseaux connexionnistes.
Algorithmes :
Backpropagation
Algorithmes :
Backpropagation
Plates-Formes :
MATLAB 4.2/MATLAB 5 avec signal processing toolbox
Type :
Plates-Formes :
MATLAB 4.2/MATLAB 5 avec signal processing toolbox
Freeware
Type :
Développeur :
Magnus N¯rgaard, Ole Ravn, and Paul H. S¯rensen
Adresse : Department of Automation, Technical University of Denmark (DTU),
DTU Building 326-327, DK 2800 Lyngby, Danmark
Home Page :
http://kalman.iau.dtu.dk/research/control/nnsysid.html
Développeur :
Magnus N¯rgaard, Ole Ravn, and Paul H. S¯rensen
Adresse : Department of Automation, Technical University of Denmark (DTU),
DTU Building 326-327, DK 2800 Lyngby, Danmark
Home Page :
http://www.iau.dtu.dk/research/control/nnctrl.html
17
nn/xnn
18
NNMODEL
Algorithmes :
Backpropagation
Algorithmes :
MAdaline, Backpropagation, ART1, Counterpropagation, Elman,
GRNN, Hopfield, Jordan, LVQ, Perceptron, Radial Basis Function
Neural Networks, SOFM (Kohonen).
Plates-Formes :
Windows
Plates-Formes :
nn / netpack: UNIX or MSDOS
xnn: UNIX / X11 / Motif. UNIX : SunOs 4.1.3 and 5.4 (Solaris),
OSF1 3.0 and 3.2, AIX 4.1 and IRIX 5.3. Linux coming soon.
Type :
Freeware
Type :
Adresse : 15 Standish Avenue, Middletown,
New York 10940, USA
Phone: +1 (914) 344-5974
Adresse : Klaus Hansens vei 31B, 5037 Solheimsviken, Norway
Phone: +47-55544163
Fax: +47-55201548
Home Page : http://www.neuralfusion.com/
FTP Archive : ftp://ftp.neuralfusion.com/nnmod145.zip
http://www.bgif.no/neureka/
http://www.bgif.no/neureka/products.html
Shareware
Développeur :
Neural Fusion
Développeur :
Neureka ANS
Description :
Il est facile à utiliser parce qu'il construit automatiquement les
modèles mathématiques à partir de vos données. Il vous permet de
créer des modèles rapidement et aisément..
Description :
Le compilateur de ce simulateur peut générer soit du code C
soit des exécutables. Il a une interface puissante de commandes.
L’évolution des paramètres de l ’apprentissage et les données
peuvent être visualisées.
Home Page :
Freeware
19
20
NICO Artificial Neural Network Toolkit
NevProp
Description :
NICO Toolkit est conçu pour des applications de reconnaissance de
discours. Les réseaux avec les des connexions temporelles à retard.
Algorithmes :
Backpropagation through time, Speech feature extraction (mel
cepstrum, filterbank)
NevProp est facile à l ’emploi pour la backpropagation. Il est
distribué comme code source C qui devrait compiler sur la plupart
des plate-formes.
Algorithmes :
QuickPropagation
Plates-Formes :
UNIX, ANSI C source code tested on: HPUX, SUN Solaris, Linux
Type :
Freeware
Plates-Formes :
DOS, Macintosh, Unix
Type :
Freeware
Développeur :
Nikko Strˆm
Développeur :
University of Nevada at Reno
Adresse : Speech, Music and Hearing,
KTH, S-100 44, Stockholm, Sweden
Phone: +46 88 7907854
Adresse : University of Nevada Dept. of Internal Medicine, Washoe Medical
Center, 77 Pringle Way, Reno, NV 89520, USA
Phone: +1 (702) 328-4869
Fax: +1 (702) 328-4111
Home Page :
http://www.speech.kth.se/NICO/index.html
Description :
FTP Archive : ftp://unssun.scs.unr.edu/pub/goodman/nevpropdir/
21
NETS - Network Execution and Training
Simulator
NeuDL
Description :
un nouvel outil avec une interface interprétée de langage de
programmation pour simuler des réseaux. Actuellement, cet outil est
limité à backpropagation.
Description :
Un outil logiciel qui fournit un environnement pour le
développement
et l ’évaluation de réseaux connexionniste de type
multicouches
Algorithmes :
Backpropagation
Algorithmes :
Backpropagation
Plates-Formes :
Windows, UNIX
Plates-Formes :
PC, Macintosh, VAX, Sun, HP 9000, et CRAY
Type :
Type :
Freeware
Shareware
Développeur :
Joey Rogers
Développeur :
COSMIC
Adresse : The University of Alabama
Adresse : The University of Georgia,
382 East Broad Street Athens, GA 30602, USA
Phone: +1 (706) 542-3265
Fax: +1 (706) 542-4807
FTP Archive : ftp://cs.ua.edu/pub/neudl/
22
23
Home Page : http://krakatoa.jsc.nasa.gov/stb/nets.html
24
Neural Networks at your Fingertips
NeuralShell
Description :
Simulateur pour les architectures de réseaux les plus populaires,
codés en C, avec des applications bien connues dans le domaine.
Description :
Simulateur pour plusieurs modèles connexionnistes.
Algorithmes :
Hopfield, Hamming, Back Propagation, Kohonen Feature Map,
Adaptive Slow Back Propagation, Frequency Sensitive Competitive
Learning
Algorithmes :
Adaline Network, Backpropagation Network, Hopfield Model,
Bi-directional Associative Memory, Boltzmann Machine,
Counterpropagation Network, Self-Organizing Map,
Adaptive Resonance Theory
Plates-Formes :
Unix, Sun, Cray
Plates-Formes :
Win32 (source code)
Type :
Type :
Freeware
Développeur :
Thomas E.Little SPANN Laboratory
Développeur :
Karsten Kutza
Adresse : Department of Electrical Engineering,
Ohio State University, Columbus,
OH 43210, USA
Adresse : Chausseestrasse 1,
14109 Berlin, Germany
FTP Archive : ftp://quanta.eng.ohio-state.edu/pub/NeuralShell/
Home Page : http://www.geocities.com/CapeCanaveral/1624/
25
Neural Simulation Language Version - NSL
Description :
Neuronclusters peut être généré (Unités seules, Vecteurs, Couches)
et relié par la spécification d'équations dynamiques dans la forme
mathématique (facile à faire dans C + +).
26
Description :
Système d ’apprentissage interactif. Seulement 12 pages de Jasvascript.
Algorithmes :
Imitative negative feedback making 'copy' or 'inhibit' synapses:
Copy: Stimulate A, then later stimulate B, then later relax A.
Example: Hunger, eat, relax hunger=remember to eat when hungry.
Inhibit: Stimulate B, then later stimulate A, then later relax B.
Example: Cold, put on coat, warmed = remember to put on coat when cold.
Plates-Formes :
Unix, Sun
Plates-Formes :
Internet, www
Freeware
Type :
Freeware
Développeur :
Alfredo Weitzenfeld,
Brain Simulation Laboratory, Center for Neural Engineering
Développeur : r. massey
Adresse : 3635 E 34th Ave. Denver, CO, 80205, USA
Phone: 303-355-9776
Adresse : University of Southern California,
Los Angeles, California, USA
Home Page :
Negative feedback neural net - JavaScript
Algorithmes :
Leaky-Integrator Neural Networks
Type :
Freeware
Home Page : http://www.sni.net/~pidmass/brain.html
27
28
Multi-Module Neural Computing
Environment - MUME
LVQ PAK
Description :
MUME est un environnement orienté objet de simulation pour les
réseaux multi-modules.
Description :
LVQ est un ensemble de méthodes de plus proche voisin
adaptatives
applicables à la reconnaissance statistique des formes.
Algorithmes :
feedforward, simple recurrent, et continuously running recurrent
neural networks
Algorithmes :
Learning Vector Quantizer
Plates-Formes :
Windows, UNIX, Linux
Plates-Formes :
Sun et DEC
Type :
Type :
Freeware
Développeur :
Teuvo Kohonen, Jussi Hynninen, Jari Kangas, Jorma Laaksonen,
and Kari Torkkola
Freeware
Développeur :
Marwan Jabri, SEDAL
Adresse : Helsinki University of Technology, Laboratory of Computer
and Information Science, FIN-02150 Espoo, Finland
Adresse : Sydney University, Sydney, NSW 2006, Australia
Phone: +61 (2) 692-2240
Fax: +61 (2) 660-1228
Home Page : http://nucleus.hut.fi/nnrc/nnrc-programs.html
FTP Archive : ftp://cochlea.hut.fi/pub/lvq_pak/
Home Page : http://www.sedal.usyd.edu/mume/
29
Matrix Backpropagation
30
Aspirin/Migraines
Description :
réseaux multicouches.
Description :
Le système Aspirin est destiné à simplifier et à accélérer le procédé
d’expérimentation des réseaux connexionnistes.
Migraines est une interface pour évaluer les simulations.
Algorithmes :
Back-propagation
Algorithmes :
Rétro-propagation du gradient
Plates-Formes :
Windows, UNIX, Linux
Plates-Formes :
UNIX
Type :
Freeware
Type :
Développeur :
University of Genoa
Freeware
Développeur :
Russel R. Leighton, Mitre Corporation
Adresse : Italy
Adresse : USA
FTP Archive :
Home Page :
ftp://risc6000.dibe.unige.it/pub/
FTP Archive :
31
http://www.psc.edu/general/software/packages/aspirin/aspirin.html
ftp://pt.cs.cmu.edu/afs/cs/project/connect/code/unsupported/
ftp://ftp.cognet.ucla.edu/alexis/am6.tar.Z
ftp://polaris.cognet.ucla.edu/alexis/
32
Hyperplane Animator
Fuzzy ARTmap
Description :
Hyperplane Animator est un programme qui permet la visualisation graphique
de la Back-Propagation, des données et des poids dans un réseau.
Algorithmes :
Algorithmes :
Fuzzy ART Map
Plates-Formes :
UNIX
Plates-Formes :
UNIX
Type :
Description :
ART.
Type :
Freeware
Freeware
Développeur :
Boston University
Développeur :
Paul Hoeper and Lori Pratt
Adresse : Rutgers University
Adresse : Dept. of Cognitive and Neural Systems, Boston University,
677 Beacon Street,
Boston MA 02215
FTP Archive :
FTP Archive :
ftp://cs.rutgers.edu/pub/hyperplane.animator/
33
FuNeGen
34
Description :
FastICA est un simulateur très simple qui utilise une interface graphique.
Algorithmes :
Independent Component Analysis
Plates-Formes :
UNIX
Plates-Formes :
Matlab
Type :
Freeware
Développeur :
Saman K. Halgamuge
Freeware
Développeur :
Helsinki University of Technology
Adresse : Darmstadt University of Technology, Institute of Microelectronic Systems,
Karlstr. 15, D-64283 Darmstadt, Germany
Phone: +49 6151 16-5136
Fax: +49 6151 16-4936
Adresse : The FastICA Team, Laboratory of Computer and Information Science,
P.O.Box 2200, FIN-02015 HUT, Helsinki, Finland
Home Page :
http://www.cis.hut.fi/projects/ica/fastica/
FTP Archive :
ftp://obelix.microelectronic.e-technik.th-darmstadt.de/pub/neurofuzzy/
FastICA
Description :
FuNeGen est basé sur le concept de fuzzy-neural, qui peut générer un
système de classificateur de données sans l'aide experte pour des
applications réelles.
Type :
ftp://park.bu.edu/pub/fuzzy-artmap.tar.Z
35
36
DartNet
Con-x
Description :
simulateur avec une interface graphique de Mac, il fournit un certain nombre
d'outils pour bâtir et expérimenter des réseaux connexionnistes.
Algorithmes :
Algorithmes :
Plates-Formes :
UNIX, Windows, Linux
Plates-Formes :
Macintosh
Type :
Type :
Freeware
Adresse : 232 Science Engineering, Fayetteville, AR 72701, USA
Phone: (501) 575-8755
Fax: (501) 575-3817
Adresse : Dartmouth University, USA
FTP Archive :
Home Page :
http://dangermouse.uark.edu/cx/
ftp://ftp.dartmouth.edu/pub/mac/dartnet.sit.hqx
Freeware
Développeur :
University of Arkansas, Department of Computer Science
Développeur :
Sean P. Nolan and Jamshed Bharucha
Home Page :
Description :
Simulateur qui permet de créer aisément des réseaux de type feedforward. Il
était conçu pour des chercheurs, ainsi que pour des étudiants.
37
Cascade Correlation Simulator
Brain Neural Network Simulator
Description :
son code est en langage C. (La version date de Juin 1990)
Description :
Simulations de la Rétro-propagation du gradient.
Algorithmes :
Cascade Correlation
Algorithmes :
Plates-Formes :
UNIX
Type :
Plates-Formes :
DOS
Freeware
Type :
Développeur :
R. Scott Crowder, III
Adresse : Israel
FTP Archive :
ftp://ftp.technion.ac.il/pub/unsupported/dos/local/brain12.zip
ftp://ftp.tu.clausthal.de/pub/msdos/misc/brain12.zip
ftp://oak.oakland.edu/pub/msdos/neurlnet/brain12.zip
FTP Archive :
ftp://pt.cs.cmu.edu/afs/cs/project/connect/code/unsupported/
Freeware
Développeur :
Technion
Adresse : School of Computer Science,
Carnegie Mellon University, Pittsburgh, PA 15213-3890, USA
Phone: +1 (412) 268-8139
38
39
40
NetLab
BPS
Description :
Simulations de plusieurs variantes de la Rétro-propagation du gradient.
Description :
simulations de la Rétro-propagation du gradient .
Algorithmes :
Rétro-propagation du gradient, RBF, ...
Algorithmes :
Plates-Formes :
Matlab
Plates-Formes :
PC, VAX, Mac
Type :
Type :
Freeware
Développeur :
Neural Computing Research Group Information Engineering
Christopher M Bishop et Ian T Nabney
Shareware
Développeur :
Prof. Eugene Norris,
Computer Science Department
Adresse :
Aston University
Birmingham B4 7ET
United Kingdom
Phone: +44 (0)121 359 3611 x. 4685
Fax: +44 (0)121 333 6215
Adresse : George Mason University, Fairfax, Virginia, USA
Home Page :
Home Page :
http://www.ncrg.aston.ac.uk/netlab/netlab.zip
41
Binary Hopfield Net with free Java source
42
The Basis of AI
Description :
C'est un code source Java pour les réseaux Hopfield. l'interface pourrait être
améliorée.
Description :
Simulateur pour le livre qui porte le même titre.
Algorithmes :
Binary Hopfield net
Algorithmes :
Back-propagation du gradient, QuickPropagation, Recurrent Backpropagation,
Learning Vector Quantizer 1, k Nearest Neighbors, Linear Classifier
Plates-Formes :
machine avec java
Plates-Formes :
UNIX, DOS, Windows
Type :
Type :
Freeware
Développeur :
Matt Hill
Adresse : USA
Home Page :
http://www.geocities.com/ResearchTriangle/Facility/7620/
http://www.geocities.com/ResearchTriangle/Facility/7620/classes
/HopfieldApp.java
Shareware
Développeur :
Don Tveter
E-mail: Don Tveter, [email protected]
Home Page :
http://www.mcs.com/~drt/svbp.html
43
44
BackProp-1.4
BackBrain
Description :
Le programme vous permet de concevoir vos réseaux via une interface
graphique. Cela est limité à l’emploi de réseaux de petite taille.
Description :
BackBrain simule la rétro-propagation du gradient. Cette application vous
permet de créer et analyser de MLP via une interface.
Algorithmes :
Plates-Formes :
DOS
Algorithmes :
Type :
Plates-Formes :
Macintosh
Shareware
Développeur :
University of Kassel
Type :
Adresse : Germany
Développeur :
University of Southampton
Adresse : Highfield, SO17 1BJ, Southampton, UK
FTP Archive : ftp://ftp.neuro.informatik.uni-kassel.de/pub/NeuralNets/BackProp-1.4/
Shareware
Home Page :
45
http://www.soton.ac.uk/~agt/mac/
http://neuro.psy.soton.ac.uk/~at/Soft/BackBrain/index.html
46
Ausim simulator
Description :
AUSIM est un simulateur de réseaux connexionnistes et de techniques
d'intelligence artificielle massivement parallèles. Il essaie de combiner les meilleurs des
deux mondes: neurocomputing et intelligence artificielle. AUSIM est conçu pour être
ouvert et flexible. Il a une structure modulaire permettant des extensions. AUSIM est déjà
la base d'un grand nombre de projets appliqués de réseaux connexionnistes, et nous le
voyons comme un outil pour le développement d’applications!
Type :
Commercial Software Tools
Freeware
Développeur :
Neurocomputing Research Centre
Adresse : Queensland University of Technology,
Box 2434, Brisbane Q 4001, AUSTRALIA
Phone: +61 7 864-2143
Fax: +61 7 864-1801
Home Page :
FTP Archive :
http://www.fit.qut.edu.au/~joachim/AUSIM
ftp://fit.qut.edu.au/pub/NRC/src/
47
48
SN : ATELIER DE GENIE LOGICIEL
NEURONAL
TL/Prévision
Description:
Le logiciel SN a bénéficié d'un substrat exceptionnel en matière de
coopération entre le monde universitaire et le monde de l'industrie.
SN consitute un environnement de développement complet, adapté
tant aux besoins du monde de la recherche que ceux du monde du
développement industriel. SN a été diffusé dans les meilleurs
laboratoires du monde (e.g. AT&T Bell Laboratories, Ecole
Polytechnique de Lausanne, CNET, Centre Commun de Recherche
Européen d'ISPRA...) et dans de nombreux centres industriels
(Sligos, NCR, Intel, DCN...). La présence de ce logiciel en Europe, en
Asie et aux Amériques montre la confiance qu'il a su engendrer.
Algorithmes :
MLP, TDNN, réseaux à masques, réseaux récurrents, gradient
stochastique, gradient conjugué, gradient du second degré approché
tel que Levenberg-Marquardt ou quasi Newton), élagage (OBD...)...
K-Means, K-NN, LVQ, SOM, RBF, ...
Platforms:
Windows, Unix, Linux, Mac OS
Développeurs :
Bennani Y., Bottou L., Bourrely J., Driancourt X., Le Cun Y.
Vendeur :
Neuristique S.A.
Adresse : F-94250 Gentilly
Plus d’information : http://www.neuristique.fr
Description :
Le logiciel TL/Prévision vise à permettre le développement de systèmes
prévisionnels à hautes performances. Il utilise un noyau numérique
constitué d'une chaîne algorithmique à base de régularisation statistique.
TL/Prévision permet de produire des noyaux prévisionnels opérationnels
de façon entièrement automatique.
Ce logiciel dispose de plusieurs niveaux d'interfaces :
- graphique
- script (SQL-like)
sur option:
- TLisp (langage orienté objet)
- C (librairies dynamiques)
Platforms:
Adresse : F-94250 Gentilly
Plus d’information: http://www.neuristique.fr
49
STATISTICA: Neural Networks
50
SAS: Neural Network Add-On
Description:
STATISTICA: Neural Networks offers a number of unique features
such as sophisticated, state-of-the-art training algorithms, an
Automatic Network Designer, a Neuro-Genetic Input Selection
facility, complete API (Application Programming Interface) support,
and the ability to interface with STATISTICA data files and graphs.
Algorithms:
Back Propagation, Levenberg-Marquardt, Conjugate Gradient
Descent, Quick Propagation, Delta-Bar-Delta, Linear Singular Value
Decomposition, Kohonen training, Sub-sampling, K-Means, KNearest Neighbour, Isotropic Deviation assignment, PNN training,
GRNN training, Genetic Input Selection, Automatic Network Designer
Platforms:
Windows 95, NT, 3x
Vendor:
StatSoft, Inc.
Address: 2300 E. 14th St., Tulsa, OK 74104, United States
Phone: +1 (918) 749-1119
Fax: +1 (918)749-2217
More Information: http://www.statsoft.com/
Windows, Unix, Linux, Mac OS
Développeurs :
Bottou L., Driancourt X.
Vendeur :
Neuristique S.A.
51
Description:
Feedforward nets with numerous training methods and loss
functions, plus statistical analogs of Counterpropagation and
various unsupervised architectures. SAS Institute, Inc.
Vendor:
SAS
Address: Campus Drive, Cary, NC 27513, USA
Phone: +1 (919) 677-8000
More Information: http://www.sas.com//
52
Adaptive Logic Network
Matlab: Neural Network Toolbox
Description:
The Neural Network Toolbox provides a complete neural network
engineering environment within MATLAB. It provides
comprehensive
support for the design, training, and simulation of many
proven
network paradigms, from basic Perceptron models to
advanced
associative and self-organizing networks. It can be used
for
exploring and applying neural networks to applications
such as
signal processing, nonlinear control, and financial
modeling.
Algorithms:
Perceptron, linear, backpropagation, Levenberg-Marquard, radial
basis, Elman, Hopfield, learning vector quantization, Hebb, Kohonen,
competitive, feature maps, and self-organizing maps
Platforms:
Matlab running under Windows, MacOS, UNIX
Vendor:
The MathWorks
Address: 24 Prime Park Way, Natick, Massachusetts, 01760, USA
Phone: +1 (508) 647-7000
Fax: +1 (508) 647-7001
More Information: http://www.mathworks.com/products/neuralnettbx.shtml
53
Description:
Atree 3.0 ALN is a commercial package that does least-squares
fitting to arbitrary data using linear pieces, and allows the user to
input a priori knowledge prior to training. A new relational paradigm
is used which eliminates the need for coding real values into
Booleans as in Atree 2.7. This paradigm also allows inverse
functions to be derived from the same net which determines the
function itself.
Algorithms:
Adaptive Logic Networks
Platforms:
MS-Windows
Vendor:
Dendronic Decisions Limited
Address: #800, 10060 Jasper Avenue, Edmonton, Alberta T5J 3R8, Canada
Phone: +1 (403) 421-0800
Fax: +1 (403) 421-0850
More Information:
http://www.dendronic.com/
54
Attrasoft Predictor
ABM
Description:
Attrasoft Boltzmann Machine (ABM) for Windows 95, version 2.3
simulates neural networks. In this version, an interface is introduced
which translates the stock data, lottery data, . . . to and from neural
data.
Algorithms:
Boltzmann Machine
Description:
Attrasoft Predictor uses a sequence of numbers to predict the next
number in line. It does not matter what you want to predict. What
seems complicated to you, is not complicated to the Attrasoft
Predictor. Using clearly defined simple steps to put your data into
the Predictor, or into any file then link the file to the Predictor, then 3
maybe 4 clicks, and suddenly your complicated problem (even when
it contains conflicting data) will seem to follow a very clear path
(pattern).
Platforms:
Window 95
Platforms:
Window 95, NT, and 3.1x
Vendor:
Vendor:
Attrasoft
Attrasoft
Address: P.O. Box 13051, Savannah, GA 31406, USA
Phone: +1 (912) 691-2138
Address: P.O. Box 13051, Savannah, GA 31406, USA
Phone: +1 (912) 691-2138
More Information:
http://attrasoft.com/abm2_3.html
More Information: http://attrasoft.com/
55
56
BioNet Simulator
BrainMaker
Description:
BioNet Simulator is a Neural Networks Generator implementing
innovative biological Neural Networks. The product introduces a
new
cocept of brain-like Neural Networks, incorporating many of the
significant features of the brain. Fascilitates easy designing of largescale neural nets. Offers a user friendly graphic interface and OOP.
Ideal for brain-models simulations.
Description:
BrainMaker lets you use your computer for business and financial
forecasting, pattern recognition, medical diagnosis, sports
handicapping...almost any activity where you need special insight.
Algorithms:
Innovative Biological Neural Networks
Platforms:
Windows 95, Windows NT
Vendor:
Camelot Information Technologies Ltd.
Platforms:
Algorithms:
Backpropagation
Windows (3.x, 95, NT), DOS, Macintosh
Vendor:
California Scientific Software Co.
Address: 10024 Newtown Rd., Nevada City, CA, 95959 USA
Phone: +1 (916) 478-9040
Fax: +1 (916) 478-9041
Address: 46 Moriah St. Haifa 34572, Israel
Phone: +972-4-8377449
Fax: +972-4-8361687
More Information: http://www.calsci.com/prodline.html
More Information: http://www.camelot-it.com/
57
BrainSheet for Win95
Algorithms:
Enhanced Backpropagation
Platforms:
Windows 95
Vendor:
BitStar International
Description:
The Clementine technology supports a data mining approach which
allows users to match data analysis and modeling technologies to
their specific business questions. Components such as: data
access, investigation, manipulation, modeling, reporting, etc... are
objects, represented by icons; each is efficient, yet easy to use.
Users link the required components together to create a 'data
stream'; a visual representation of the data mining process.
Algorithms:
MLP, RBF, SOM, K-means
Platforms:
Windows NT, UNIX
Vendor:
SPSS Inc.
Address: 233 S. Wacker Dr., 11th Floor, Chicago, IL 60606-6307, United States
Phone: 312-651-3000
Fax: 312-651-3668
Address: 239 Bellevue Avenue, Seattle, WA 98102, United States
Phone: 206-323-1500
More Information: http://www.spss.com/software/clementine/
More Information: http://www.bitstar.com
58
Clementine
Description:
BrainSheet allows those with no experience in artificial intelligence
software to exploit the power of enhanced neural networks right
from
within their familiar Excel spreasdsheet. Designed from scratch for
Windows 95, BrainSheet solves complex problems, predicts future
results based on past data, and analyses hidden relationships in
data. The package includes a 75-page illustrated manual,
examples and a tutorial, and free e-mail support.
59
60
DataMining Workstation (DWM) and
DWM/Marksman
DataEngine
Description:
DataEngine is a software tool for data analysis with fuzzy logic,
neural networks, and statistical methods. Applications of
DataEngine
have been performed in the areas of e.g. quality control,
process analysis, forecasting, and diagnosis. Integration with Excel 5 spread
sheets flexible, ASCII import, Extendible by user-defined function
blocks, Library DataEngine ADL (Application Development Library)
to integrate systems developed in DataEngine into existing software
Platforms:
Description:
DWM is a broadly focused neural network application that includes
hardware and software. This product allows a user to configure their
own neural network to make full scale predictive model. Typical
applications include credit scoring, customer profiling, consumer
payment behavior, etc.. DWM/Marksman is a later iteration of DMW
and provides data analysis for direct marketing applications.
Vendor:
i486 and Pentium PCs running Windows 3.1, 95, NT
HNC Software Inc.
Vendor:
Management of Intelligent Technologies (MIT) GmbH
Address: 5930 Cornerstone Court West, San Diego, CA 92131, USA
Phone: +1 (619) 546-8877
Fax: +1 (619) 452-6524
Address: Promenade 9, 52076 Aachen, Germany
Phone: +49-2408-94580
Fax: +49-2408-94582
More Information: http://www.hnc.com//
More Information: http://www.mitgmbh.de/mit/products/de/de.html
61
Domain Solutions' Neural Networks for
Developers
Description:
ECANSE - Environment for Computer Aided Neural Software
Engineering was specially designed to develop HYBRID SYSTEMS. It
combines innovative approaches like Neural Nets, Fuzzy Logic,
Nonlinear Analysis using Chaos Theory, Genetic Algorithms, ... to
form a single, easily extendible tool with a common user interface.
These technologies can now be combined to create intelligent
hybrid
systems. ECANSE, implemented in C++, also provides all the design,
parameterization, simulation and optimization facilities that are
required to create such systems, and can test applications as well.
Algorithms:
Backpropagation, Counterpropagation, Self-Organizing Map,
Functional Link Network, Genetic Algorithm Network, Hopfield,
Brain-state-in-a-box, Bi-directional Associative Memory, Adaline,
Madaline, Adaptive Resonance Theory 1, Perceptron
Vendor:
Domain Solutions, Inc.
Platforms:
UNIX (Sun, HP, SGI) and PC (Win NT)
Vendor:
Siemens Austria
Address: P.O. Box 2722, Corpus Christi, Texas 78403-2722, USA
Phone: +1 (800) 793-1066 Or+1 (512) 883-2498
Fax: +1 (512) 883-2499
Address: Gudrunstrasse 11, A-1100 Vienna, Austria
Phone: +43-1-1707-45985
Fax: +43-1-1707-56399
More Information: http://www.domain-solutions.com//
62
ECANSE - Environment for Computer
Aided Neural Software Engineering
Description:
Domain Solutions, Inc. offers a library of neural network paradigms
which allow developers to add neural network capabilities to their
applications. This software is a C++ class library of proven neural
network models.
More Information: http://www.siemens.at/~ecanse/ecanse.html
63
64
FlexTools
havBpNet++
Description:
A library of C++ classes for implementing stand-alone or embedded
Feedforward, Simple-recurrent and Random-Order recurrent nets.
Demos of Windows application of general Example Trainer/Tester
(havBpETT) are available via WWW. DLL version included - Source
Licensed: Individual, Site and Corp-wide - Reseller/OEM available
Description:
Explore the FlexTools range of product suites and services. Build
Computationally Intelligent Systems using Soft Computing
techniques and apply them to your diverse application domains.
Algorithms:
Neural Networks, Fuzzy Logic, Evolutionary Computation
Algorithms:
Backpropagation
Platforms:
Windows and MatLab
Platforms:
Flexible Intelligence Group, LLC.
Vendor:
PC (DOS, Win, NT, UNIX), IBM, HP, SUN, SGI
Vendor:
hav.Software
Address: Box 1477, Tuscaloosa, AL 35486, USA
Phone: +1 (205) 345-5166
Fax: +1 (205) 345-5095
Address: P.O. Box 354, Richmond, TX 77406-0354, USA
Phone: +1 (281) 341-5035
Fax: +1 (281) 341-5087
More Information: http://www.flextool.com/
More Information: http://www.hav.com/havbpnet.html
65
havBpNet:J
66
havFmNet++
Description:
A library of Java classes for implementing stand-alone or embedded
Feedforward, Simple-recurrent and Random-Order recurrent nets.
Source Licensed: Individual, Site and Corp-wide - Reseller/OEM
available.
Description:
A library of C++ classes for implementing stand-alone or embedded
Self-Organizing Feature Map nets. Supports maps of any dimension.
Source Licensed: Individual, Site and Corp-wide - Reseller/OEM
available - DLL version scheduled
Algorithms:
Backpropagation
Algorithms:
Self-Organized Feature Maps (SOMS)
Platforms:
Platforms:
Java Virtual Machine 1.0 or later
PC (DOS, Win, NT, UNIX), IBM, HP, SUN, SGI
Vendor:
Vendor:
hav.Software
hav.Software
Phone: +1 (281) 341-5035
Fax: +1 (281) 341-5087
Phone: +1 (281) 341-5035
Fax: +1 (281) 341-5087
More Information: http://www.hav.com/havbpnetj/
More Information: http://www.hav.com/havfmnet.html
67
68
Neural Connection
NeuralWorks
Description:
Neural Connection is a powerful neural network modeling software
package that helps users to build better models faster. Its tools for
intelligent data analysis solve tough problems in prediction,
classification, time series analysis and data segmentation via neural
networks.
Algorithms:
multilayer perceptron with conjugate gradient, radial basis function,
Bayesian neural network, Kohonen network (SOM)
Platforms:
Windows 3.1 or later
Vendor:
SPSS Inc.
Description:
NeuralWare sells an introductory package (NeuralWorks Explorer)
and a developers package (NeuralWorks Professional).
Algorithms:
Backpropagation, ART-1, Kohonen, Modular NN, General
Regression, Fuzzy ART-map, Probabilistic Nets, Self-Organizing
Map, LVQ, Boltzmann, BSB, SPR, etc.
Platforms:
PC, Macintosh, Sun, IBM RS/6000, SGI, Dec, NEC EWS-4800, HP
9000/700
Vendor:
NeuralWare Inc.
Address: 233 S. Wacker Dr., 11th Floor, Chicago, IL 60606-6307, United States
Phone: 800/543-2185
Fax: 312/651-3668
Address: 202 Park West Drive, Pittsburgh, PA 15275, USA
Phone: +1 (412) 787-8222
Fax: +1 (412) 787-8220
More Information: http://www.spss.com/software/neuro/
More Information: http://neuralware.com/products.htm
69
NeuroClassifier
Platforms:
MS-Windows
Vendor:
ATTG
Address: P.O. Box 24104, 601 Dundas St. West, Whitby, ON, Canada L1N 2I0
Phone: +1 (905) 433-6870
Fax: +1 (905) 683-9348
More Information: http://www.attg.com/neuroclass.html
70
NeuroCoM (Neuro Control Manager)
Description:
The NeuroClassifier is based upon a particular class of neural
network, known as self-organizing nets. Self-organizing neural nets
are, well, cool. There's just no other word for them. Here's how they
work: you supply them with data -- and this could be practically
anything -- and ask the network to categorize the data according to
any trends that IT discovers in the data. Imagine, for example, you
were interested in tracking credit card fraud. Sitting in front of you is
a huge pile of data that includes parameters of specific relevance to
the problem.
Description:
The Neuro Control Manager (NeuroCoM) is a high performance GUI
for developing and testing of neural networks. Running under MSWindows, it facilitates the input of any parameter for the analysis
and
the training of neural networks. It visualizes the structure, the course
of the learning process and the transfer function by vivid graphics.
Code generation provides the output of C source code as well as the
export of the neurons' weighting/offset data.
Algorithms:
3D View, Statistik, Backpropagation, Adaptive Backpropagation,
Quickprop, Flat Spot Elimination, Output Error Distortion, C-Code
generation
Platforms:
486 / Pentium PCs running Windows 3.1, 95, NT
Vendor:
TransferTech GmbH
Address: Cyriaksring 9A, 38118 Braunschweig, Germany
Phone: +49-531-890-255
Fax: +49-531-890-355
More Information: http://www.transfertech.de//
71
72
NeuroForecaster/GENETICA
NeuroLab
Description:
For time-series analysis, cross-sectional classification and indicator
analysis.
Algorithms:
12 neural network paradigms and many examples
Description:
NeuroLab is a neural network library for the block-based simulation
program Extend (developed by Imagine That, Inc. of San Jose, CA).
The library aids the understanding, designing and simulating of
neural network systems. The package provides icon-based
functional blocks for easy implementation of simulation models.
Algorithms:
Hopfield, Perceptron, competitive, feature map, recurrent, context,
Boltzmann machine, Counterpropagation, single/multi-layer feed
forward.
Platforms:
Macintosh, MS-Windows
Platforms:
Windows
Vendor:
NewWave Intelligent Business Systems, NIBS Inc.
Vendor:
Mikuni Berkeley R & D Corp.
Address:
Phone: +65 3366997
Fax: +65 3362833
Address: 4000 Lakeside Dr., Richmond, CA 94806-1936, USA
Phone: +1 (510) 222-9880
Fax: +1 (510) 222-9884
More Information: http://www.singapore.com/products/nfga
More Information: http://www.mikuni.com/
73
Saxon
Trajan
Description:
The SAXON 4.0 toolbox contains all the tools you need to
prepare your data (no limit on the amount of rows & columns),
teach networks, using supervised (backpropagation) or
unsupervised (SOM) learning, obtain (one or 100 000) predictions,
visualise the data as well as predictions, obtain typical profiles for
each class member or predicted value, compute each variable's
relevance, etc.
Algorithms:
Levenburg-Marquardt, Conjugate Gradient Descent, Back
Propagation, Quick Propagation, Delta-Bar-Delta, Kohonen, Singular
Value Decomposition, K-Means, K-Nearest, Principal Components
Analysis, Automatic Network Design, Neuro-Genetic Input Selection,
Weigend Weight Regularisation.
Platforms:
PC and UNIX
Platforms:
Pentium-class IBM-PC under Windows 95 or NT
Vendor:
Vendor:
Dr. Andrew Hunter, Trajan Software LTD
PMSI
Address: 52 rue Mouffetard, F-75005 Paris, France
Phone: +33 (1) 45 35 87 99 (US business hours)
More Information:
http://www.geocities.com/CapeCanaveral/Launchpad/7651/home.htm
74
75
Address: Trajan House, 68 Lesbury Close, Chester-le-Street, Co. Durham, DH2
3SR, United Kingdom
Phone: +(44) 191 388 5737
Fax: +(44) 191 388 5737
More Information: http://www.trajan-software.demon.co.uk/commerce.htm
76
Viscovery SOMine
Description:
Viscovery SOMine is a powerful and easy-to-use tool for exploratory
data analysis and data mining. Employing an enhanced version of
Self Organizing Maps it puts complex data into order based on its
similarity. The resulting map can be used to identify and evaluate the
features hidden in the data. The result is presented in a track
breaking graphical way which allows the user to analyze non-linear
relationships without requiring profound statistical knowledge. The
system further supports full pre- and postprocessing, cluster
search,
association/recall, prediction, statistics, filtering, and animated
system state monitoring. Through the implementation of new
techniques - such as SOM scaling - the speed in creating maps is
notably increased compared to the original SOM algorithm.
Platforms:
Windows 95, Windows NT 4.0
Vendor:
eudaptics software gmbh
Address: Helferstorferstr. 5/8, A-1010 Wien, Austria
Phone: (+43 1) 532 05 70
Fax: (+43 1) 532 05 70 -21
More Information: http://www.eudaptics.com/
77

l`Apprentissage Connexionniste Outils de simulation

Transcription

Documents pareils

Docteur BENNANI Mohamed Salim

Hébergement et nom de domaine.

Windows 2003 SERVEUR FTP LAN LAN Volume TwinShare

Chris Younès, philosophe - Conseil départemental de l`Essonne

À l`épreuve d`exister avec Henri Maldiney Philosophie

2012 : ROGOVSCHI N., LABI0D L.., NADIF M., «A Spectral algorithm

Instrument scientifique : machine à brumiser dite Lucas

Partager des fichiers

Ghorfa-Markib-Ma`e-Zahra, Chajara-Khobze- Sakane