Brings together contributions from both experimental and theoretical neuroscientists that examine the brain mechanisms of perception, decision making, and motor control according to the concepts of Bayesian estimation. This work discusses how Bayesian concepts can be used for interpretation of such neurobiological data as neural spikes.