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Approximating And Simulating The Stochastic Growth Model: Parameterized Expectations, Neural Networks, And The Genetic Algorithm
White Papers We distinguish between polynomial and neural network specifications for expectations and between gradient-descent and genetic algorithm methods for solving these models of parameterized expectations. We use this search procedure in combination with...
[January 1, 1970, 0:59]
Performance Of Neural Network Handoff Algorithm Under Varying Mobile Velocities
White Papers This paper analyses the effects of training on the performance of neural network handoff algorithm in a micro-cellular environment. The paper first describes the neural network handoff decision algorithm as it is applied to the handoff scenario and...
[January 1, 1970, 0:59]
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.
[January 1, 1970, 0:59]
Unsupervised Intrusion Detection System
White Papers One idea is to use a neural network algorithm for detecting intrusions. This feature can be used in connection with an intrusion detection system, where the neural network algorithm can be trained to detect intrusions by recognizing patterns of an...
[January 1, 1970, 0:59]
Face Recognition ActiveX DLL
Downloads Uses neural net back propagation algorithm with more Artificial Intelligence tools added for imaging optimization. Create your own biometric face recognition security for Windows. Advanced face recognition DLL using two functions: Train and Recognize.
[December 25, 2005, 22:46]
A SOM Based Approach For Visualization Of GSM Network Performance Data
White Papers Then, the selected set of multi-dimensional data is projected into two-dimensional space for visualization purposes with a neural network algorithm called Self-Organizing Map (SOM). In this paper, a neural network based approach to visualize...
[January 1, 1970, 0:59]
Trade Method
Downloads Trade Method's artificial intelligence capabilities are result of years of dedicated research and development in Neural Network and Genetic algorithm. Users can easily create a Neural Network model that adapts to the current market condition...
[April 7, 2007, 9:16]
EdgeSounds RatHole
Downloads The RatHoles compression algorithm is based on a principle of self-training neural networks, which means that the more it is used the better would be the result. The compression algorithm compresses audio data, considering the bit depth of the...
[June 8, 2007, 15:16]
Use Of Neural Network Mapping And Extended Kalman Filter To Recover Vocal Tract Resonances From The MFCC Parameters Of Speech
White Papers This paper presents a state-space formulation of a neural-network-based hidden dynamic model of speech whose parameters are trained using an approximate EM algorithm. The training makes use of the results of an off-the-shelf formant tracker (during...
[January 1, 1970, 0:59]
Content Analyzer
Downloads To achieve 99.9% capability, we have applied neural net science and created our own propriety algorithm. Content Analyzer, with a 99.9% blocking capability, may be useful for everyone who wish to protect their children from violence or pornographic...
[December 9, 2006, 23:46]
A Neural Network Approach For Dynamic Load Balancing In Homogeneous Distributed Systems
White Papers The winner-Take-All (WTA) neural network model is used for implementing the selection and location policies of a typical dynamic load balancing algorithm. A novel neural-based solution to the problem of dynamic load balancing in homogeneous...
[July 10, 2008, 1:01]
True Parallel Processing In Artificial Neural Networks
White Papers The area of artificial neural networks, which dates back to the early twentieth century, could only offer positive contributions to technology after the back-propagation algorithm was proposed in 1986.
[January 1, 1970, 0:59]
Adaptive Radio Resource Management For GSM/GPRS Networks
White Papers The adaptive radio resource management system predicts future radio resource requirements for both circuit switched GSM calls and packet switched GPRS sessions using neural networks (NNs). Frequency assignment is then performed using a genetic...
[January 1, 1970, 0:59]
Learning Program Behavior Profiles For Intrusion Detection
White Papers The techniques start from a simple equality matching algorithm for determining anomalous behavior, and evolve to a feed-forward backpropagation neural network for learning program behavior, and finally to an Elman network for recognizing recurrent...
[January 1, 1970, 0:59]
Analyzing Sensory Systems With The Information Distortion Function
White Papers The nature and information content of neural signals have been discussed extensively in the neuroscience community. They are important ingredients in many theories on neural function, yet there is still no agreement on the details of neural coding.
[January 1, 1970, 0:59]
Definition Of Load Balancing Algorithms In Distributed Systems Through Neuro-Fuzzy Systems
White Papers These fuzzy rules are embedded into a neural network that can be used to take load balancing decisions. The purpose of this paper is to show that some advantages can be obtained by using a neuro-fuzzy system as an adaptive component of a load...
[July 10, 2008, 1:01]
Neural Networks For Knowledge Management
White Papers This paper describes a neural network that captures the meaning of words relative to the context in which they appear. A modified Hebbian learning algorithm is used to learn the relationships among these words that carry the contextualized meaning...
[January 1, 1970, 0:59]
Artificial Neural Networks On Massively Parallel Computer Hardware
White Papers Besides many specific constraints, in general artificial neural networks are worth to be taken into consideration. Spending a lot of additional time and extra money to implement a particular algorithm on parallel hardware is often considered as the...
[January 1, 1970, 0:59]
Face Detection And Tracking In Video Using Dynamic Programming
White Papers While the proposed face detection method provides comparable accuracy as the neural network based approach, it is much faster. The face detection algorithm is a fast template matching procedure using iterative dynamic programming (DP)[1].
[January 1, 1970, 0:59]
Autonomous Smart Routing For Network QoS
White Papers CPN uses neural network based reinforcement learning to make routing decisions separately at each node. The paper also discusses and evaluates an extension of CPN that uses a genetic algorithm to generate and maintain paths from previously...
[July 17, 2008, 0:00]
