Neural algorithmic reasoning
Petar Veličković, Charles Blundell
Abstract
We present neural algorithmic reasoning-the art of building neural networks that are able to execute algorithmic computation-and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them.
Topics & Concepts
Computer scienceArtificial neural networkArtificial intelligenceMachine learningTypes of artificial neural networksDeep neural networksTransformative learningKey (lock)Feature (linguistics)Set (abstract data type)Neural Networks and ApplicationsAdvanced Statistical Modeling TechniquesNeural Networks and Reservoir Computing