Nowadays, the use of Artificial Neural Networks shows continuity in many different applications. In particular, the use of deep learning type neural networks, seen as impractical previously, is increasing by processing power growth. Software Defined Radio (SDR) is another hot topic called as Digital Radio concept. With a growing interest in the environment was formed especially by radio amateurs. Analyzing signals and making sense out of them by SDR is accepted in many areas. In this study, design and implementation of a sample work has been subjected for identification of received radio signals on SDR with deep learning neural networks. (DLNN).