In this article, we obtain a representations for positive harmonic functions defined outside a finite set in an infinite network X on the lines of the Martin integral representation. This representation takes different forms depending on whether the network is hyperbolic or parabolic. AMS 2010 Subject Classifcation: 31A30, 31C20.