When human society enters the 5G era, the development of media integration has become one of the future development trends. With 5G technologies as the support, the development situation of media integration is getting better and better. Through the theoretical level, research on the development and innovation of media integration in the 5G era, and propose corresponding strategies. In the context of the rapid development of 5G technology, media convergence has become a major development trend. Especially in recent years, based on the development and application of this technology product, a new Internet era is about to come. In the near future, the middle class will see a large-scale growth in numbers, and this group is self-evident for the development and progress of our media. With the development of the times, the role of the media will also change dramatically. For example, the focus of the media will be to play the role of urban information service providers. With the development of new technologies, the development of the media will be increasingly affected. The era of smart media is coming soon, which is closely related to the development and application of 5G technology. Advertising education is the development orientation of advertising forms. Only in this way can it meet the needs of the new media era and explore the path of reform and innovation. After expounding the advantages of the attention mechanism in processing EEG data under low-cost devices and its own solutions to the problem of insufficient memory, this article separates the output values and hidden layer state values of the long-term memory network and the short-term memory network Introducing into the designed attention module can not only maximize the output value and hidden layer state value of the long-term memory network and short-term memory network. Aiming at the short-term memory and long-term memory of the network, it has also achieved better results and obtained more accurate data classification results.

当人类社会进入5G时代，媒体融合发展成为未来发展趋势之一。以5G技术为支撑，媒体融合的发展形势越来越好。通过理论层面，研究5G时代媒体融合的发展与创新，并提出相应的策略。在5G技术快速发展的背景下，媒体融合成为一大发展趋势。尤其是近年来，基于这一技术产品的开发和应用，一个新的互联网时代即将到来。在不久的将来，中产阶级的人数将出现大规模增长，这个群体对于我们媒体的发展和进步来说是不言而喻的。随着时代的发展，媒体的作用也将发生巨大变化。例如，媒体的重点将是发挥城市信息服务提供者的作用。随着新技术的发展，媒体的发展将受到越来越大的影响。智能媒体时代即将来临，这与5G技术的发展和应用息息相关。广告教育是广告形式的发展方向。只有这样，才能适应新媒体时代的需求，探索改革创新之路。在阐述了attention机制在低成本设备下处理脑电数据的优势以及自身对内存不足问题的解决方案之后，本文将长时记忆网络和短时记忆网络的输出值和隐藏层状态值分开 引入设计的注意力模块不仅可以最大化长时记忆网络的输出值和隐藏层状态值和短期记忆网络。针对网络的短期记忆和长期记忆，也取得了更好的效果，获得了更准确的数据分类结果。