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On the analysis and interpretation of inhomogeneous quadratic forms as receptive fields
Quadratic forms receptive fields nonlinear analysis visualization
2015/7/31
In this paper we introduce some mathematical and numerical tools to analyze and interpret inhomogeneous quadratic forms. The resulting characterization is in some aspects similar to that given by expe...
It is known that superpositions of ridge functions (single hidden-layer feedforward neural networks) may give good approximations to certain kinds of multivariate functions. It remains unclear, howeve...
An Intelligent Machine Condition Monitoring System Using Time-Based Analysis: Neuro-Fuzzy Versus Neural Network
Condition Monitoring Time Analysis Neuro-Fuzzy
2010/1/15
Monitoring and predicting machine components' faults play an important role in maintenance actions. Developing an
intelligent system is a good way to overcome the problems of maintenance management. ...
Stability Analysis of Neural Networks-Based System Identification
Stability Analysis Neural Networks-Based System Identification
2009/9/4
This paper treats some problems related to nonlinear systems identification. A stability analysis neural network model for identifying nonlinear dynamic systems is presented. A constrained adaptive st...
Analysis of DNA Sequence Pattern Using Probabilistic Neural Network Model
Analysis of DNA Sequence Pattern Probabilistic Neural Network Model
2014/3/12
To discover frequently occurring DNA patterns related to inherent diseases or gene regulation associated diseases, we must clarify which sequences interact with transcription factors in genome. A prob...
ANALYSIS OF A NEURO-FUZZY APPROACH OF AIR POLLUTION:BUILDING A CASE STUDY
artificial neural networks fuzzy logic air quality prediction
2010/1/13
This work illustrates the necessity of an Artificial Intelligence (AI)-based
approach of air quality in urban and industrial areas. Some related results of Artificial
Neural Networks (ANNs) and Fuzz...