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A nonlinear analog circuit that realizes a Markov Random Field (MRF) is presented and analyzed. The circuit is made up of linear capacitors and piecewise linear resistors as nonlinear coupling elements. The real-time MRF-like processing obtained through local interactions between cells is the most interesting characteristic of the proposed circuit. The dynamics of the network and a very simple example are described.