Neuro-symbolic models integrate robustness by using hybrid perception-reasoning pipelines where neural networks function as noisy sensory encoders and symbolic modules validate or correct outputs using logic-based constraints.

Authors

• Person: Not available Organization: Springer
  A Comprehensive Review of Neuro-symbolic AI for Robustness ...

Sources

• A Comprehensive Review of Neuro-symbolic AI for Robustness ... link.springer.com Springer via serper

Referenced by nodes (2)

• artificial neural networks concept
• neuro-symbolic systems concept