On-line
tekstovi
ANN
Technology
Great on-line tutorial on Artificial Neural Networks.
Baldwin
Effect Bibliography
The Baldwin effect, machine learning, genetic
algorithms, learning, and evolution in neural
networks.
Bibliography:
integrating symbolism and connectionism
Bibliography on integration of symbolism with
connectionism, and rule integration and extraction
in neural networks.
Carnegie
Mellon - Artificial Intelligence Repository
AI Software Packages section includes subdirectories
for artificial life and complex adaptive systems,
distributed ai, genetic programming, neural networks,
and many others.
FAQ
First of seven parts of a monthly posting to the
Usenet newsgroup comp.ai.neural-nets. Provides
basic information for individuals new to the field
of neural networks.
Genetic
Algorithms and Neural Networks (GANN) List
Includes bibliography and technical report providing
"a preliminary taxonomy" of Evolutionary Design
of Neural Architectures (EDNA).
Kohonen
Networks
Description of the unsupervised, competitive learning
in neural networks.
SIES
Genetic Algorithms, Artificial Intelligence and
Neural Networks at Leiden University.
Southern
California (USC) - Robotics Research Laboratory
Autonomous robotics, biological and artificial
neural systems, reinforcement learning, genetic
algorithms, robotic and prosthetic hands, design
for assembly, and fuzzy control.
University
of Texas - Austin - Neural Networks Research Group
Natural language processing, schema-based vision,
cortical self-organization, episodic memory, decision
making, and evolving neural networks with genetic
algorithms.
California-San
Diego(UCSD) - Neural Net Archive
FTP archive of papers and software.
Eindhoven
- Neural Networks
Includes some journal contents (IEEE Transactions
on Neural Networks,Neural Networks, Neural Computation
and Connection Science).
Finnish
University Network (FUNET) - Neural Archive Site
Archive for artificial neural network, neurophysiology
and neuropsychologymaterials.
Foundation
for Neural Networks(SNN)
Includes a list of neuralnetwork pointers to groups,
journals and books, educational material,companies,
conferences, bibliographic search tools and other
resources.
Genetic
Algorithms and Neural Networks (GANN) List
Includes bibliography and technical report providing
"a preliminary taxonomy" of Evolutionary Design
of Neural Architectures (EDNA).
Introduction
to Neural Nets
Great high-level introductory articles on Neural
Networks and Data Mining.
Multivalued
Logic Neurocomputing
Extensive source of information on neural networks,
fuzzy logic, and, especially, neuroscience.
Neural
Networks and the Computational Brain
Excellent text on history, development and principles
of neural networks.
New
South Wales - AI
Cognitive science, control applications, knowledge
acquisition, machine learning, multi-agent problem
solving, natural language understanding, neural
networks, qualitative methods, robotics, vision,
and pattern recognition.
North
Carolina-Chapel Hill - Computer Science
Neural network models of visual perception.
On-line
Course
Neural Nets by Kevin Gurney, a great introductory
online course.
Research
papers
Great selection of NN-related papers available
online.
Rochester
- Computer Science (URCS) - AI Technical Reports
Planning, knowledge representation, temporal reasoning,
discourse, natural language processing, cognitive
modelling, genetic algorithms, reinforcement learning,
vision, speech recognition, neural networks, supervised
and unsupervised learning, embodiment, object
recognition and other topics.
Knjige i tutoriali
Glasgow-Engineering
- Centre for Systems and Control - Technical Reports
Publications on neural networks, genetic algorithms,
simulated annealing,nonlinear control systems,
fuzzy logic control, robot control.
Programski alati
Billnet
The fast and free (GPL) Neural Network Simulator.
BioComp
Intelligent business solutions: NN's, GA's, developer
API, Java components...
BrainSheet
Data analysis tool that integrates with MS Excel
and uses neural network technology.
BrainWave
Neural network simulator for teaching connectionist
modelling, written in Java.
GENESIS
GENESIS (short for GEneral NEural SImulation System)
is a general purpose simulation platform which
was developed to support the simulation of neural
systems ranging from complex models of single
neurons to simulations of large networks made
up of more abstract neuronal components.
NeuroDimension,
Inc.
NeuroSolutions, a neural network simulation software
product for MS Windows.
L.A.N.E.
Neural networking toolkit that facilitates the
realization of any architecture.
Neunet
Pro
Neural network software, SDK for application developers,
visual rule extraction...
Neural
Networks Source
Great source of software simulators for eight
of the most popular neural network architectures.
NeurOn-Line
Complete visual software toolkit for building
neural network applications.
NEXUS
Free large-scale biological neural network construction
and simulation system.
Qnet
v2000
Neural Network Modeling for Windows 95/98/2000/NT.
Stuttgart
Neural Network Simulator (SNNS)
FTP archive of software and manuals for the SNNS.
The
Pattern Recognition Basis of AI
GUI based versions of backprop for Unix and Windows
plus non-GUI versions of backprop, k-nearest-neighbor,
LVQ1, DSM, simple clustering, ART I, feed-forward
counter propagation, interactive activation network,
a simple BAM, Hopfield and Boltzman networks and
the linear pattern classifier.
Istraživačke grupe
i institucije
AberdeenElectronics
Research Group - Computational Intelligence
Neural networks and hybrid systems, Aberdeen Neural
Development Environment software.
Aston
- Neural Computing Research Group
Theory and applications of neural networks and
related techniques.
Amsterdam
- AutonomousSystems Group - Robotics and Neurocomputing
Research papers, preprints, introductory textbook
on neural networks.
Carnegie
Mellon (CMU) - NeuralNet Speech Group
User interfaces that improve human-machine and
human-to-human communication - JANUS and INTERACT
projects.
CarnegieMellon
(CMU) - Reinforcement Learning Group
Neural networks in robot learning. Archive of
research papers.
Defence
ResearchAgency - Pattern and Information Processing
(PIP) Group
Publications on self-organising neural networks,
adaptive cluster expansion networks, radial basis
function networks, Bayesian networks, vector quantisation,image
processing.
Edinburgh
- Centre for NeuralSystems (CNS)
Computational neuroscience and neural networks.
Edinburgh
- EvolutionaryComputation Group
Artificially evolved neural locomotion controllers,
walking behaviours for legged robots, images analysis...
Florence
-Dipartimento di Sistemi e Informatica (DSI) -
Neural Networks Group
Theoretical aspects of learning in static and
recurrent networks, integrationof prior knowledge
and learning, application to spoken and written
languageprocessing. Technical papers and publications.
Glasgow-Engineering
- Neural Adaptive Control Technology (NACT)
Fusion of adaptive control and neural network
technologies in the context of multiple computing
agents and industrial automation environments.
Helsinki
- Neural Networks Research Centre
Self Organising Map (SOM) and Learning Vector
Quantization (LVQ) models. Public domain C code
and bibliography.
IEEE
Neural Networks Council (NNC)
Information on conferences and events (both IEEE
and non-IEEE), publications,research programs,
and NNC administration.
Institut
Dalle Molle d'Intelligence Artificielle Perceptive
(IDIAP), Valais
Neural networks, computer vision, logic programming,
optical character recognition, speaker verification
and identification, speech recognition, uncertainty
management in expert systems and other areas.
Institut
fur Neuroinformatik
Incremental self-organising and radial basis function(RBF)
networks for unsupervised and supervised learning.
Instituto
Dalle Molle di Studi sull'Intelligenza Artificiale
(IDSIA)
AI tools, robotics (execution, planning and learning
of sensor-based activities), knowledge discovery,
artificial life, linguistics and second language
learning, reinforcement learning, evolutionary
computation, neural networks.
International
Computer Science Institute (ICSI)
AI applications of massive parallelism, emphasis
on structured connectionism. Applications in vision,
geometric structures and algorithms, speech, knowledge
representation and learning.
International
Neural NetworkSociety (INNS)
Association of scientists, engineers, students,
and others seeking to learn about and advance
our understanding of the modeling of behavioral
and brain processes, and the application of neural
modeling concepts to technological problems.
Italian
NeuralNetwork Society / Società Italiana
Reti Neuroniche
SIREN promotes and develops studies, researches
and seminars in the field of neural networks.
Japan
- Robotics in Japan
Institutes, groups, and people concerned with
robotics and related topics (including artificial
life, neural networks, vision and cognition) in
Japan.
Lausanne
(EPFL) - Centre for Neuro-Mimetic Systems (MANTRA)
Neural networks theory, hardware accelerators
and applications.
London-Imperial
College (ICL) - Neural Systems Group
The Brain Computer Interface project, MAGNUS project...
London-University
College (UCL) - Intelligent Systems Group
Applied research in neural networks, evolutionary
techniques, fuzzylogic and hybrid systems.
London-UniversityCollege
(UCL) - Neural Computation and Robotics Group
Modelling neuronal function, multi-unit recording,
robotics and virtual reality.
Los
Alamos National Laboratory- Center for Nonlinear
Studies (CNLS)
Includes research on neural networks.
Manchester
- Artificial Intelligence Group
Knowledge representation, reasoning, natural language,
memory, learning, and neural networks.
Massachusetts
(UMass) - AdaptiveNetwork Laboratory
Machine and biological learning, including artificial
neural networks,reinforcement learning, and computational
models of adaptive motor control.
McGill
- Laboratory for Natural and Simulated Cognition
Connectionist modelling of cognitive development,
interactions between knowledge and learning, techniques
for analyzing knowledge representations in neural
nets, and cognitive consistency phenomena in social
psychology.
Medical
ResearchCouncil (MRC) - Applied Psychology Unit
(APU) - Neural Networks
Modular neural networks based on the Categorizing
And Learning Module(CALM) paradigm. Jacob Murre.
Overview of neural hardware.
MIT-
Center for Biological and Computational Learning
(CBCL)
Interdisciplinary collaboration in artificial
intelligence, computerscience, engineering, and
the neurosciences.
Neural
Technologies
Busting churn, bad debt and fraud in telecoms;
risk analysis, credit scoring and payment fraud
in banking and retail.
NeuralWare
Inc.
A wealth of neural network-based software used
in various industries.
NeuroDimension,
Inc.
NeuroSolutions, a neural network simulation software
product for MS Windows.
Oregon
Graduate Institute(OGI) - Neural Network Research
Group
Research, publications, demos, external links.
PNNL
Great resource on neural networks at Pacific Northwest
National Laboratory.
Southern
California (USC) - Robotics Research Laboratory
Autonomous robotics, biological and artificial
neural systems, reinforcement learning, genetic
algorithms, robotic and prosthetic hands, design
for assembly, and fuzzy control.
Stirling
- Centre for Cognitiveand Computational Neuroscience
(CCCN)
Cognitive neuropsychology, genetic algorithms,
neural networks, artificiallife, visual and auditory
perception, perception of music, synaesthesia,and
computer vision.
Ward
Systems Group, Inc.
Neural network and genetic algorithm software
and consulting for predicting, optimization, classification,
scheduling, and financial forecasting.
Sussex
- COGS - Evolutionary and Adaptive Systems Group
Artificial evolutionary and adaptive systems (artificial
life, evolutionary computation, and adaptive behaviour
research).
Texas
- Austin - Laboratory for Artificial Neural Systems
Supervised,
unsupervised and partially supervised paradigms
for dataclustering and principal component analysis,
and as neurobiologically inspiredmodels for recognition
of spatiotemporal sequences.
Texas
- Austin - Neural Networks Research Group
Natural language
processing, schema-based vision, cortical self-organization,
episodic memory, decision making, and evolving
neural networks with genetic algorithms.
Universal
Problem Solvers, Inc.
The home of
affordable pattern recognition software based
on advanced neural network technology.
Zurich
(UNIZH) - Artificial Intelligence Laboratory
Intelligence
in natural and artificial systems, specialising
in situated design and autonomous agent design.
Neural network-based, biologically inspired robots.
Diskusijske
grupe
comp.ai.neural-nets
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