NeSyA integrates symbolic finite automata with neural perception under exact probabilistic semantics, achieving faster and more accurate neurosymbolic sequence classification than existing systems.
An event calculus for event recognition
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NeSyA: Neurosymbolic Automata
NeSyA integrates symbolic finite automata with neural perception under exact probabilistic semantics, achieving faster and more accurate neurosymbolic sequence classification than existing systems.