Fig 1.

Normalization of population responses. Front end linear receptive fields are followed by a half-rectifier (Movshon et al., 1978), and the resulting responses are normalized by the term $\sqrt{{\sigma }^2+{\left|\right|r\left|\right|}^2}$. (Figure modified from Carandini et al (1997)).