神经网络中符号的出现与语义理解及交流（英文版）

英文标题：Emergence of Symbols in Neural Networks for Semantic Understanding and Communication中文摘要：通过提出 SEA-net 方案，使神经网络拥有符号创造、语义理解和通信的能力，并通过符号操作和通信获得新的功能。这些和人脑中的符号生成和理解有着共通的框架，有望在未来生产更加强大的人工智能系统。英文摘要：Being able to create meaningful symbols and proficiently use them for highercognitive functions such as communication, reasoning, planning, etc., isessential and unique for human intelligence. Current deep neural networks arestill far behind human's ability to create symbols for such higher cognitivefu