Discussion on the converse theorem in statistical hypothesis testing. Hypothesis testing for two Markov chains is considered. Under the constraint that the first-kind error probability is less thanâ€¦ (More)

It is demonstrated both theoretically and experimentally that, under appropriate assumptions, a neural network pattern classifier implemented with a supervised learning algorithm generates theâ€¦ (More)

This paper deals with the problem of simulating a discrete memoryless channel and proposes two algorithms for channel simulation by using the interval algorithm. The rst algorithm provides exactâ€¦ (More)

Generalized mean-squared error (GMSE) objective functions are proposed that can be used in neural networks to yield a Bayes optimal solution to a statistical decision problem characterized by aâ€¦ (More)

A theorem characterizing fractional Brownian motion by Index Terms -Wavelet transform, fractional Brownian motion. the covariance structure of its wavelet transform is established.

Source coding theorems for general sources are presented. For a source , which is assumed to be a probability measure on all strings of infinite-length sequence with a finite alphabet, the notion ofâ€¦ (More)

In the above-titled paper (ibid., vol.2, p.471-475, July 1991), the authors claim that neural network classifiers duplicate the decision rule created by the empirical Bayes rule. The commenter statesâ€¦ (More)