If M is a closed Riemannian manifold, then for sufficiently small values of δ the Vietoris-Rips complex of M, or of spaces sufficiently close to M, is homotopy equivalent to M itself [REF].
describe efficient algorithms for determining whether a given cycle is contractible in the Rips complex of any finite point set in the Euclidean plane.