#symbolic-ai

#symbolic-ai

Neuro-symbolic Artificial Intelligence (NSAI) denotes a research paradigm and technological framework that synthesizes the capabilities of contemporary Machine Learning, most notably Deep Learning, with the representational and inferential strengths of symbolic AI. By integrating data-driven statistical learning with explicit knowledge structures and logical reasoning, NSAI seeks to overcome the limitations inherent in either approach when used in isolation. Symbolic: Logic, Ontologies. Neural Networks: Structure, Weights.