William Ott, Lai-Sang Young, Mikko Stenlund Memory loss for time-dependent dynamical systems (353K, pdf) ABSTRACT. This paper discusses the evolution of probability distributions for certain time-dependent dynamical systems. Exponential loss of memory is proved for expanding maps and for one-dimensional piecewise expanding maps with slowly varying parameters.