A scheme of opto-electronic hybrid parallel computing based on a single LCD is proposed in this paper.The scheme permits not only cost reduction and a solution on the problems of cascade and diffraction when a LCD is used as a spatial light modulator but also further integration and miniaturization of the opto-electronic hybrid parallel computing system.An experimental result of multi-target invariant recognition based on an opto-electronic neural network implemented with the proposed scheme is reported.