  We formulate the notion of quantum channels in the framework of quantum
tomography and address there the issue of whether such maps can be regarded as
classical stochastic maps. In particular kernels of maps acting on probability
representation of quantum states are derived for qubit and bosonic systems. In
the latter case it results that a single mode Gaussian quantum channel
corresponds to non-Gaussian classical channels.
