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Fundamentals of neural networks

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The article was published on 1993-01-01 and is currently open access. It has received 1921 citations till now. The article focuses on the topics: Time delay neural network & Physical neural network.

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Proceedings Article

Performance enhancement of Intrusion Detection Systems using advances in sensor fusion

TL;DR: The overall performance of the proposed sensor fusion system shows considerable improvement with respect to the performance of individual intrusion detection systems.
Proceedings ArticleDOI

Evolutionary neural networks: a robust approach to software reliability problems

TL;DR: From a large data set of software metrics for program modules, thirty distinct partitions into training and validation sets are automatically generated with approximately equal distributions of fault prone and not fault prone modules, showing the robustness of ENNs follows from their superior performance on the range of data configurations used.
Journal ArticleDOI

A self-organizing neural network approach for the single agv routing problem

TL;DR: In this article, an artificial neural network algorithm based on Kohonen's self-organizing feature maps is developed to solve the problem, and several improvements on the basic features of selforganizing maps are proposed.
Journal ArticleDOI

Predicting foF2 in the China region using the neural networks improved by the genetic algorithm

TL;DR: In this paper, a regional model for the ionospheric critical frequency of the F2 layer (foF2) over China is developed by neural networks (NNs) trained by the GA.
Journal ArticleDOI

An optical character recognition system for printed Telugu text

TL;DR: The algorithms designed exploit special characteristics of Telugu script for processing the document images efficiently, and are implemented to create a Telugu OCR system for printed text (TOSP).