Fuzzy ARTMAP
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Recent papers in Fuzzy ARTMAP
We present an algorithmic variant of the simplified fuzzy ARTMAP (SFAM) network, whose structure resembles those of feed-forward networks. Its difference with Kasuba's model is discussed, and their performances are compared on two... more
In this paper, we are proposing a method to predict cognitive tasks performed by the human brain using spectral analysis of electrical signals extracted from the scalp of the brain. These electrical signals, which are generated by the... more
Outstanding to the promotion of the Internet and local networks, interruption occasions to computer systems are emerging. Intrusion detection systems are becoming progressively vital in retaining appropriate network safety. IDS is a... more
- We present methoak and results for fusion of imageyfiom multiple sensors to create a color night vision capability. The fusion system architectures are based on biological models of the spatial and opponent-color processes in the human... more
In this article, two different types of neural network architectures namely multilayer perceptron and Fuzzy ARTMAP neural network are compared in an application to a power system problem. In order to evaluate the ability of these two... more
An attempt is made to implement the soft computing techniques in the prediction of the mishaps behaviors. The main objective of this paper is to implement the Multilayer Perceptron (MLP) neural network topology in mishap analysis and... more
Machine vision is a useful robotic sensor since it mimics the human sense of vision and allows for non -contact measurement of the environment. A 3-D object gives rise to an infinite variety of 2D images or views, because of the infinite... more
... The wavelet transform can be thought of as an extension of the classic Fourier transform except operating ... If the map field vig-ilance test fails, this implies that the winning prototype of ARTa ... a time series of sampled data... more
Location systems have several demanding applications par- ticularly in indoor environments but require costly infrastructure of sen- sors. Received Signal Strength based positioning provides economical viability to enabling these... more