Before revision:  We develop a method for inferring both the parameters of the encoding model and the } couplings between neurons from simultaneously recorded retinal ganglion cells.
After revision:  We develop a method for inferring both the parameters of the encoding model and the population models of interacting neurons that collectively encode stimulus information} couplings between neurons from simultaneously recorded retinal ganglion cells.