Modulated signal recognition and classification occupies an important position in electronic information warfare, intelligent wireless communication, fast modulation demodulation. To address the shortcomings of existing methods, such as high manual involvement, few types, a low rate under signal-to-noise ratio, we propose attention mechanism short-link convolution long short-term memory deep ne...