A novel technique for the generation of high speed stochastic bit stre
ams in which the '1' density is proportional to a given value is prese
nted. Bit streams of this type are particularly useful in bit serial s
tochastic computing systems, such as digital stochastic neural network
s. The proposed circuitry is highly suitable for VLSI fabrication.