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Topic: Instantaneously trained neural networks


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  Neural network - Wikipedia, the free encyclopedia
A neural network is an interconnected group of artificial or biological neurons.
Supervised neural networks, such as the perceptron, use a supervised learning algorithm, which means that input and output data is required during the training phase.
The backpropagation network (1986) is a commonly used neural network.
en.wikipedia.org /wiki/Neural_network   (1272 words)

  
 Neural network - Open Encyclopedia   (Site not responding. Last check: 2007-10-29)
In a neural network model, simple nodes (or "neurons", or "units") are connected together to form a network of nodes - hence the term "neural network".
Neural networks are particularly useful for dealing with bounded real-valued data, where a real-valued output is desired; in this way neural networks will perform classification by degrees, and are capable of expressing values equivalent to "not sure".
The genome is then constitued of the networks parameters and the fitness of a network is the adequacy of the behaviour exhibited by the controlled robot (or often by a simulation of this behaviour).
open-encyclopedia.com /ANN   (2361 words)

  
 Neural Networks
Neural networks have seen an explosion of interest over the last few years, and are being successfully applied across an extraordinary range of problem domains, in areas as diverse as finance, medicine, engineering, geology and physics.
This is the type of network discussed briefly in previous sections: the units each perform a biased weighted sum of their inputs and pass this activation level through a transfer function to produce their output, and the units are arranged in a layered feedforward topology.
Neural network error surfaces are much more complex, and are characterized by a number of unhelpful features, such as local minima (which are lower than the surrounding terrain, but above the global minimum), flat-spots and plateaus, saddle-points, and long narrow ravines.
www.statsoftinc.com /textbook/stneunet.html   (17723 words)

  
 Neural network   (Site not responding. Last check: 2007-10-29)
An artificial neural network, more commonly known as a neural network or neural net for short, is a mathematical model for information processing based on a connectionist approach to computation.
Statistical learning theory is concerned with training classifiers on a limited amount of data.
While feedforward network propagates data linerly from input to output, RN also propagates data from later processing stages to earlier stages.
www.sciencedaily.com /encyclopedia/neural_network   (2296 words)

  
 One of the most important areas in Aritifical Intelligence today is the Technology of Decision Support Systems   (Site not responding. Last check: 2007-10-29)
Neural networks are being used by many technical analysts to make predictions about stock prices based upon a large number of factors such as past performance of other stocks and various economic indicators.
Neural networks can be instrumental in cutting costs by bringing additional expertise to scheduling the preventive maintenance of machines.
A neural network can be trained to distinguish between the sounds a machine makes when it is running normally versus when it is on the verge of a problem.
www.oswego.edu /~agrawal/ai2/dobo/website/summary.htm   (829 words)

  
 Instantaneously trained neural networks -- Facts, Info, and Encyclopedia article   (Site not responding. Last check: 2007-10-29)
In the (The branch of computer science that deal with writing computer programs that can solve problems creatively) artificial intelligence topic of (additional info and facts about machine learning) machine learning, probably the best known example of an instant-training network is the Willshaw network, and its descendant the ADAM network (Advanced Distibuted Associative Memory).
These are both associative networks; this is an example of (additional info and facts about supervised learning) supervised learning.
A different instantaneously trained neural network is the (additional info and facts about Kak neural network) Kak neural network, which can be used either on binary or real data.
www.absoluteastronomy.com /encyclopedia/I/In/Instantaneously_trained_neural_networks.htm   (112 words)

  
 Neural Networks - NeuroSolutions, Neural Network Software
Neural networks are an exciting form of artificial intelligence which mimic the learning process of the human brain in order to extract patterns from historical data.
This leading edge neural network development software combines a modular, icon-based network design interface with an implementation of advanced learning procedures, such as conjugate gradients and backpropagation through time.
The toolbox features 15 neural models, 5 learning algorithms and a host of useful utilities integrated in an easy-to-use interface, which requires “next to no knowledge” of neural networks to begin using the product.
www.neurosolutions.com   (538 words)

  
 ePrintsUQ - An FPGA Implementation of Kak's Instantaneously-Trained, Fast-Classification Neural Networks
Both weights and the topology for an FC network are specified with only two presentations of the training samples.
Compared with iterative learning algorithms such as Backpropagation (which may require many thousands of presentations of the training data), the training of FC networks is extremely fast and learning convergence is always guaranteed.
Thus FC networks are suitable for applications where real-time classification and adaptive filtering are needed.
eprint.uq.edu.au /archive/00000832   (209 words)

  
 Richard Bowles' Idiot's Guide to Neural Networks
Professor Igor Alexander at Imperial College London has used a different approach to creating his neural networks, the so called WISARD program (the name is based on the initials of the people who created it).
After the training patterns have been shown to the discriminators, they are faced with unknown patterns.
Each pattern only has to be presented once and the whole thing doesn't have to be left training over night as neural networks tend to be.
richardbowles.tripod.com /neural/wisard/wisard.htm   (1724 words)

  
 NEURAL NETWORK FACTS AND INFORMATION
Artificial_neural_networks originally referred to electrical, mechanical or computational simulations or models of biological neural networks.
by neural circuits are not digital, and are not carried out on static
Certain theoretical models of neural networks have been analysed in a way that allows properties such as
www.beatlesfacts.com /neural_network   (1068 words)

  
 A Class of Instantaneously Trained Neural (ResearchIndex)
Abstract: This paper presents FC networks that are instantaneously trained neural networks that allow rapid learning of non-binary data.
These networks, which generalize the earlier CC networks, have been compared against Backpropagation (BP) and Radial Basis Function (RBF) networks and are seen to have excellent performance for prediction of time-series and pattern recognition.
5 On training feedforward neural networks (context) - Kak - 1993
citeseer.ist.psu.edu /603023.html   (277 words)

  
 The Digital Calculations Method Of The Neural Network (ResearchIndex)
Abstract: The paper is' devoted to the analysis of three-layer neural networks', learned by CC4 method, which was' proposed by Subhash C. Kak.
It is found that the activation of a disclosed layer's element is' mathematically dependent on the radius' of generalization.
This' allows' the modeling time of neural networks' operations on the computer to be sign.ificantly...
citeseer.ist.psu.edu /kozlov02digital.html   (244 words)

  
 Artilect Links   (Site not responding. Last check: 2007-10-29)
Artificial Development is building the largest neural network to date to model a state-of-the-art emulation of the human brain.
In the long term, they seek to create large-scale, anatomically plausible neural networks to model entire portions of a mammalian brain such as a hippocampal slice, or cortical column.
His research on neural networks has focused on instantaneously trained neural networks and their applications to prediction, data compression, and communications.
artilect.org /links.html   (862 words)

  
 neural networks - OneLook Dictionary Search
Neural Networks : Hutchinson Dictionary of Computers, Multimedia, and the Internet [home, info]
Neural Networks : MIT Encyclopedia of Cognitive Science [home, info]
Words similar to neural networks: neural network, more...
www.onelook.com /?w=neural+networks&ls=a   (141 words)

  
 Title page for ETD etd-0327103-141013
Neural network architectures that can handle complex inputs, such as backpropagation
classification approach to train feedforward neural networks to handle complex inputs
classification algorithm is presented to highlight issues in training complex neural
etd.lsu.edu /docs/available/etd-0327103-141013   (178 words)

  
 Middle East Open Encyclopedia: Neural network   (Site not responding. Last check: 2007-10-29)
This is an extract from The Middle East Open Encyclopedia, made possible through the Wikimedia Foundation.
Iraq Museum International always displays the most recent published revision of the source article, Neural network; all previous versions may be viewed here.
They link directly to authoring tools for you to start writing a particular article.
www.baghdadmuseum.org /ref/index.php?title=Neural_network   (1404 words)

  
 DBLP: Subhash C. Kak
Subhash C. Kak: A class of instantaneously trained neural networks.
Sreenivas Tejomurtula, Subhash C. Kak: Inverse Kinematics in Robotics using Neural Networks.
Subhash C. Kak: Neural networks and artificial intelligence.
www.vldb.org /dblp/db/indices/a-tree/k/Kak:Subhash_C=.html   (185 words)

  
 learningstore.ca - Science Learning Network   (Site not responding. Last check: 2007-10-29)
Our self-paced training provides hands-on interactive exercises and 24/7 online mentoring to get you trained.
This is a partial transcript from "Your World with Neil Cavuto," May 30, 2005, that was edited for clarity....
George Fynn, and Logie?s International will be spinning the tunes on November 26 at Visions of Science Network for Learning?s 1st Annual Family Charity Fundraising Dance-A-Tho...
www.learningstore.ca /Science-Learning-Network/reference/search   (269 words)

  
 Joint Conference on Information Sciences 2002
Raveendran, Fumiaki Takeda, Yoshikazu Yoshida: Neural Network Verification of Dynamic Signatures using Pressure Sensitive Pen.
Networks II Hong-Ren Chen, Yeh-Hao Chin: Design of a Real-time Scheduler in the Distributed Database Environment.
WDM Networks II Hongsik Choi, Suresh Subramaniam, Hyeong-Ah Choi: Loopback Recovery from Neighboring Double-Link Failures on WDM Mesh Networks.
www.sigmod.org /dblp/db/conf/jcis/jcis2002.html   (4719 words)

  
 The Neuroinformatics Portal Pilot - Re: book announcement   (Site not responding. Last check: 2007-10-29)
In recent years, complex-valued neural networks have widened the scope
neural devices and systems, spatiotemporal analysis of physiological
"Complex neural network model with an analogy to
www.neuroinf.de /News/2004/01/07_21-41-48   (214 words)

  
 Encyclopedia: Instantaneously trained neural networks   (Site not responding. Last check: 2007-10-29)
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Click for other authoritative sources for this topic (summarised at Factbites.com).
www.nationmaster.com /encyclopedia/Instantaneously-trained-neural-networks   (127 words)

  
 address.ca - network   (Site not responding. Last check: 2007-10-29)
Try Network Magic for free to setup, manage, repair and protect a home network.
Find computer network training, certification courses, and school programs near you from tech schools.
Where they are able to form networks of meaningful and rewarding relationships with their peers, with people who share the same interests or hobbies, the same political or
address.ca /network/reference/search   (241 words)

  
 [No title]
Text compression using instantaneously trained neural networks, 2001 (with Vishweshwar Reddy Admal).
Fast classification networks for signal processing, Circuits Systems Signal Processing, vol 21, 2002, pp.
A class of instantaneously trained neural networks, Information Sciences, Vol.
www.ee.lsu.edu /kak/recent.html   (241 words)

  
 online.ca - Leeds Learning Network   (Site not responding. Last check: 2007-10-29)
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Criticism of the British government grew Monday over the revelation that the vaunted domestic intelligence service did not...
Copyright © 2005 Mid-Hudson News Network, a division of Statewide News Network, Inc. This story may not be reproduced in any form without express written consent.
www.online.ca /Leeds-Learning-Network/reference/search   (298 words)

  
 Information Sciences, Volume 148
A fast learning algorithm for time-delay neural networks.
Reconfigurable networking for coordinated multi-agent sensing and communications.
Analytic modeling of handoffs in wireless cellular networks.
www.informatik.uni-trier.de /~ley/db/journals/isci/isci148.html   (183 words)

  
 instantaneously trained neural networks - OneLook Dictionary Search   (Site not responding. Last check: 2007-10-29)
instantaneously trained neural networks - OneLook Dictionary Search
We found one dictionary with English definitions that includes the word instantaneously trained neural networks:
Tip: Click on the first link on a line below to go directly to a page where "instantaneously trained neural networks" is defined.
www.onelook.com /?w=instantaneously+trained+neural+networks&ls=a   (85 words)

  
 Palisade Corporation - Risk Analysis, Decision Analysis, Statistical Analysis, and Optimization Software
Introducing NeuralToolsNeuralTools, Palisade's new Neural Networks add-in for Excel, is now available.
Special Savings on Live Web TrainingLaunched six months ago, Palisade’s Live Web Training program has been very successful.
Now housed in an historic mansion in West London just a few miles from Heathrow Airport, the office includes a well-equipped training facility for Palisade seminars.
www.palisade.com   (231 words)

  
 myschool.ca - SUNY Learning Network   (Site not responding. Last check: 2007-10-29)
The Moral of the Story: Learning from Literature about Human and Divine Love
Sports Blog Network Brings Attention to Real Fans, Real Voices
Sports Lounge, LLC announces the Sports Cartel Blog Network, the place on the web where fans can cut through the sports talk chatter and share informed opinions about their favorite team.
www.myschool.ca /SUNY-Learning-Network/reference/search   (195 words)

  
 Better Web Searches and Prediction with Instantaneously Trained Neural Networks   (Site not responding. Last check: 2007-10-29)
Better Web Searches and Prediction with Instantaneously Trained Neural Networks
"Better Web Searches and Prediction with Instantaneously Trained Neural Networks," IEEE Intelligent Systems, vol. 14,  no. 6,  pp.
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csdl2.computer.org /persagen/DLAbsToc.jsp?resourcePath=/dl/mags/ex/&toc=comp/mags/ex/1999/06/x6toc.xml&DOI=10.1109/MIS.1999.10027   (85 words)

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