It has been recently shown that the velocity autocorrelation function of a tracer particle immersed in a simple liquid scales approximately with the inverse of its mass ͓J. Chem. Phys. 118, 5283 ͑2003͔͒. With increasing mass the amplitude is systematically reduced and the velocity autocorrelation function tends to a slowly decaying exponential, which is characteristic for Brownian motion. We give here an analytical proof for this behavior and comment on the usual explanation for Brownian dynamics which is based on the assumption that the memory function is proportional to a Dirac distribution. We also derive conditions for Brownian dynamics of a tracer particle which are entirely based on properties of its memory function. © 2004 American Institute of Physics. ͓DOI: 10.1063/1.1642599͔Recently, a numerical method was published which allows one to extract memory functions reliably from molecular dynamics simulations. 1,2 The concept of memory functions was introduced by Zwanzig to describe the dynamics of liquids in terms of a generalized Langevin equation. 3,4 The method proposed in Refs. 1 and 2 is based on an autoregressive model for the time series of the dynamical variable under consideration. This approach was used to examine under which conditions the dynamics of a tracer particle in a simple solvent can be described by Brownian dynamics. 5 For this purpose both the size and the mass of the tracer particle were varied independently. It was demonstrated that the size of a tracer particle strongly influences the form of its velocity memory function, whereas a change of its mass leads essentially to a global scaling of the latter. With increasing mass the amplitude of the memory function is reduced and the corresponding velocity autocorrelation function ͑VACF͒ tends to a slowly decaying exponential. The smaller the tracer particle, the stronger the effect. The scaling behavior for the memory function is exactly understood for time t ϭ0, 4 and more subtle finite size effects predicted by Español and Zuñiga 6 could be reproduced in Ref. 5. As far as we know, a scaling of the memory function for all times upon a change of the particle mass has not yet been reported.Usually the tendency towards an exponential VACF is explained by assuming an increasingly short-ranged memory function, whereas we find that the amplitude of the memory function is globally reduced with increasing mass. This is not a contradiction, since the memory function decays rapidly relative to the VACF. To discuss this point in more detail we start from the memory function equation for the VACF which has been derived by Zwanzig 3,4Here (t) is the normalized VACF of one Cartesian component v(t) of the particle velocityand (t) is the corresponding memory function. The latter can be expressed as (t)ϭ͗v exp(i͓1ϪP͔Lt)v ͘/͗v 2 ͘. Here L is the Liouville operator of the system and P is a projector. Its action on an arbitrary function in phase space f is defined through Pf ϭv͗v f ͘/͗v 2 ͘. Details about the derivation of (t) can be found in the book of ...