Meaning of neurosymbolic | Babel Free

Definitions

Involving the integration of neural network methods with symbolic reasoning systems.

Examples

“That’s not even considering approaches that move⟳ away from deep learning—neurosymbolic AI, pure expert systems, or even fundamentally new paradigms—which would break⟳ the logic of scaling.”

“Now, however, the computer-science community is pushing hard for a better and bolder melding of the old and the new. ‘Neurosymbolic AI’ has become⟳ the hottest buzzword in town. Brandon Colelough, a computer scientist at the University of Maryland in College Park⟳, has charted the meteoric rise⟳ of the concept in academic papers (see⟳ ‘Going up and up’). These reveal⟳ a spike of interest⟳ in neurosymbolic AI that started in around 2021 and shows no sign⟳ of slowing down.”

“Expect⟳ to hear⟳ a lot more about neurosymbolic AI, which attempts to merge existing data-driven neural networks with rules-based symbolic AI.”

CEFR level