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Recent Advances in Neural-symbolic Systems: A Survey
[article]
2022
arXiv
pre-print
In recent years, neural systems have displayed highly effective learning ability and superior perception intelligence, but have been found to lack cognitive ability with effective reasoning. In the contrast, symbolic systems have exceptional cognitive intelligence, but their learning capabilities are poor compared to neural systems. Considering the advantages and disadvantages of both methodologies, an ideal solution is to combine neural systems and symbolic systems, an approach that produces
arXiv:2111.08164v2
fatcat:jstfjaij6jcdpld3x4sc2t4d4u