SUMMARY This report describes an algorithm (intensity-dependent selection of expression ratios or ISER) developed to analyse DNA array data by optimizing the selection of genes with the most significant variations in expression amongst two RNA samples. The algorithm is designed for use when little or no replication of array hybridizations is available.

| David Payton and Ken Rosenblatt have recently proposed a command fusion method for combining outputs of multiple behaviors in a mobile robot navigation system such that information loss due to command fusion can be reduced. Using linguistic fuzzy rules to explicitly capture heuristics implicit in the Payton-Rosenblatt approach, we have extended their approach to a fuzzy logic architecture for...

In his studies of mixing conditions on Markov chains, Rosenblatt [32; 33, Chap. 71 used the Riesz convexity (interpolation) theorem to compare different measures of dependence between two given families of random variables on a probability space. Rosenblatt [34] also suggested that by using other results in operator theory, one might be able to obtain more information about the relationships be...

We give a strong approximation of Rosenblatt process via transport processes and we give the rate of convergence.

Using multiple stochastic integrals and the Malliavin calculus, we analyze the asymptotic behavior of quadratic variations for a specific non-Gaussian selfsimilar process, the Rosenblatt process. We apply our results to the design of strongly consistent statistical estimators for the selfsimilarity parameter H . Although in the case of the Rosenblatt process our estimator has non-Gaussian asymp...

Rosenblatt Software Available As Freeware At: http://www.bcp.psych.ualberta.ca/~mike/Software/Rosenblatt/index.html Abstract The purpose of this monograph is to examine the relationship between a particular artificial neural network, the perceptron, and the Rescorla-Wagner model of learning. It is shown that in spite of the fact that there is a formal equivalence between the two, they can make ...