Signal detection using deep learning is a challenging and promising research topic. Several learning-based signal detectors have been proposed to produce significant results. However, most of them ignored interference in their designs. In this paper, we evaluate the performance presence co-channel under different channel conditions. Specifically, fully connected neural network (FCDNN) convoluti...