A compact invariant set of a smooth invertible map is uniformly hyperbolic when its tangent spaces split continuously as , the derivative preserves this splitting, and constants , satisfy and for every . Thus the stable direction contracts forward and the unstable direction contracts backward. A Smale horseshoe is an example with nontrivial symbolic dynamics; such a set can contain infinitely many saddle periodic orbits without attracting an open neighborhood.

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