On integrating symbolic inference into deep neural networks

What makes biological neural networks so superior to their technical counterparts? Is there anything we have overlooked so far?

Deep neural networks have been a tremendous success story over the last couple of years. Many advances in the field of AI, such as recognizing real world objects, fluently translating natural language or playing GO at a world class level, are based on deep neural networks. However, there were only few reports concerning…