Some types of artificial neural networks are biologically plausible. The layered structure of the cerebral cortex reflects the layers of an artificial network.
The difference being of course that as opposed to a mere 16 bit parameter, a cortical neuron is a complex "nanomechanical" machine capable of significant computation in its own right.