  In this paper, we review Fisher information matrices properties in weighted
version and discuss inequalities/bounds on it by using reduced weight
functions. In particular, an extended form of the Fisher information inequality
previously established in [6] is given. Further, along with generalized
De-Bruijn's identity, we provide new interpretation of the concavity for the
entropy power.
