This paper describes an interface specification language designed in the LIME project (LIME ISL) and the supporting runtime monitoring tool. The interface specification language is tailored for the Java programming language and supports two kinds of specifications: (i) call specifications that specify requirements for the allowed call sequences to a Java… (More)
A new computational algorithm, the probing algorithm, is introduced for the subproblem of finding the best matching unit in Kohonen's self-organization procedure (Self-Organization and Associative Memory, Springer-Verlag, 1988). It is compared to exhaustive search and to four other algorithms and shown to be roughly six to 10 times faster for the case of… (More)
Teknillinen korkeakoulu Informaatio-ja luonnontieteiden tiedekunta Tietojenkä sittelytieteen laitos Distribution: ABSTRACT: This report presents an interface specification language developed as a part of the LIME-project (LightweIght formal Methods for distributed component-based Embedded systems) and a tool implementation to support it. The intention is to… (More)
Neural networks have become standard tools in modeling and classiication. In this paper we discuss some advancements in controling the model complexity in neural network modeling, and give some practical advise to users of these techniques.