In this work, an analysis of Chua's circuit in terms of short periodic orbits is carried out. The circuit is considered with two sets of parameter values, for which the Roessler-type and the double-scroll attractors are observed. Using the number of short periodic orbits and their periods, we find estimates for the topological entropy of the Poincare map and the flow