Sammendrag
In this thesis, we define an infinite-dimensional stochastic integral $\int XdM$ where $M$ is a hyperfinite martingale. In order to make sense of this integral we have developed some new concepts in nonstandard functional analysis. We also introduce hyperfinite cylindrical processes and show that $\int XdM$ is cylindrical.