I am afraid I forgot an important reference in my earlier post regarding the derivation of the sigmoid nonlinearity in Freeman's work. Another reference is: Eeckman,F.H. and Freeman, W.J. (1991) "Asymmetric sigmoid nonlinearity in the rat olfactory system," Brain Research 557, 13-21. Leslie Kay lmk2 at garnet.berkeley.edu