This paper proposes a new approach to synthesize pipelined circuits with lo
w-power consideration. We treat each output value of a combinational circui
t as one state of a finite-state machine (FSM), If the output of a combinat
ional circuit transits mainly among some few states, we could extract those
states (output) and the corresponding input to build a subcircuit. After b
ipartitioning the circuit, we apply the encoding technique to the highly ac
tive subcircuit for further power reduction. In this paper, we formulate th
e bipartition problem and present a probabilistic-driven algorithm to bipar
tition a circuit so as to minimize the power dissipation. Our experimental
results show that an average power reduction on several Microelectronic Cen
ter of North Carolina (MCNC) benchmarks of 31.6% is achievable.