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Confidence And Prediction Intervals For Neural Network Ensembles
White Papers In this paper we propose a new technique that uses the bootstrap to estimate confidence and prediction intervals for neural network regression ensembles Our proposed technique can be applied to any ensemble technique that uses the bootstrap to...
[October 16, 2003, 0:00]
Parallel Processing Across Neural Systems: Implications For A Multiple Memory System Hypothesis
White Papers A common conceptualization of the organization of memory systems in brain is that different types of memory are mediated by distinct neural systems. Here, the paper examines the extent to which hippocampal and striatal neural activity patterns...
[March 19, 2008, 23:00]
Compensating The Non-Linear Distortions Of An OFDM Signal With Neural Networks
White Papers In the proposed technique, the correction is done at the receiver level by a higher-order neural network. Simulations show that the neural network brings perceptible gains in a complete OFDM system. This paper presents a non-linear distortion...
[October 16, 2004, 0:00]
Best Practices For Convolutional Neural Networks Applied To Visual Document Analysis
White Papers Neural networks are a powerful technology for classification of visual inputs arising from documents. However, there is a confusing plethora of different neural network methods that are used in the literature and in industry.
[February 28, 2007, 23:00]
The NeuralBAG Algorithm: Optimizing Generalization Performance In Bagged Neural Networks
White Papers In this paper we propose an algorithm we call "NeuralBAG" that estimates the set of weights and number of hidden units each network in a bagged ensemble should have so that the generalization performance of the ensemble is optimized.
[October 16, 2003, 0:00]
NeuroSolutions For Matlab
Downloads The NeuroSolutions for MATLAB neural network toolbox is a valuable addition to MATLAB's technical computing capabilities allowing users to leverage the power of NeuroSolutions inside MATLAB and Simulink.
[September 18, 2004, 3:16]
NeuroSolutions
Downloads NeuroSolutions is a highly graphical neural-network development tool for Windows. The result is a virtually unconstrained environment for designing neural networks for research or to solve real-world problems.
[May 13, 2008, 3:01]
TradingSolutions
Downloads Use any combination of financial indicators in conjunction with advanced neural networks and genetic algorithms to create remarkably effective end-of-day or real-time trading models for stocks, futures and forex.
[July 26, 2006, 21:16]
Emotion In Speech: Recognition And Application To Call Centers
White Papers After evaluation, a part of this corpus was used for extracting features and training back propagation neural network models. Several neural network recognizers and ensembles of recognizers were created.
[December 14, 2003, 23:00]
Company Memorandum: Watch Your Behaviour!
Blog I asked if this requires neural implants - you know, those technological devices that connect directly to a biological subject’s brain - but it seems a little talking to is all that is needed. Is this where neural implants come in?
[March 28, 2008, 8:26]
Rupert Goodwins' Diary
Blog Some intriguing work is going on with evolutionary computing coupled to neural networks, following the same model as the human brain seems to follow when it first gets going in a body. This month, an experiment to monitor his neural impulses...
[August 29, 2003, 19:05]
Artificial Intelligence: DNA Sequencers To Dancing Robots
News Neural networks The neural network in the Siemens detector allows the fire detector to be trained to recognise the normal pattern of temperature, smoke colour and particle size found in the room in which it is located, as opposed to having these...
[March 28, 2006, 11:40]
Organic Robot Mixes Rat Brain With Silicon
News We hope to learn how living neural networks may be applied to the artificial computing systems of tomorrow. The neural activity recorded by the electrodes is transmitted to the robot, which serves as a body for the cultured networks.
[June 13, 2003, 16:19]
Australian Rat-robot Hybrid Paints Pictures
News The areas of activity in the neural culture respond to [movements] in the robotic arm," Oron Catts, artistic director of Sarg, told ZDNet Australia . For example, if the upper left area of the neural culture activates, the arm moves that way.
[July 10, 2003, 9:50]
Artificial Intelligence: The Edge Of Research And Beyond
News Advances in studies on live, functioning brains through techniques such as neuroimaging using positron emission technology (PET) and functional magnetic resonance imaging (FMRI) show neural activity in real time, to increasingly high precision.
[March 29, 2006, 18:40]
Artificial Intelligence: Working Backwards From HAL
News Early work on perceptrons developed into 'neural networks' that held the promise of being able to model biological neural structures that could not only function as pattern classifiers but could also learn.
[March 27, 2006, 15:40]
Finding Information Today
White Papers This white paper describes Entopia’s innovative combination of Dynamic Semantic Profiling with best-of-breed data mining technologies based on Neural Networks and Vector Space methodologies. This combined approach delivers a system tailored to the...
[April 2, 2004, 0:00]
Harvard University See Through Cat's Eyes
News It is now possible to see the world through feline eyes thanks to researchers at Harvard University who have made an extraordinary breakthrough in neural science. Tapping directly into a cat's brain and converting the electrical impulses therein...
[October 8, 1999, 13:34]
Company Memorandum: Watch Your Behaviour!
Blog Comment We supply neural implants - known as memes. We seed those little ideas that get inside people's heads and pop up when they're least expecting them. Things such as "If I give someone my password, will they steal my identity?
[March 28, 2008, 5:30]
Globalbrain Personal Edition
Downloads The program is based on neural-network technology of Brainware, Inc. Globalbrain Personal Edition is a search and classification application for the Windows desktop. It eliminates time-consuming searches for and manual classification of documents...
[April 27, 2006, 3:01]
