Three Levels of Thought
Posted on January 19, 2008 by Peter Turney
Peter Gärdenfors proposes that there are three levels of abstraction for modeling thought:
Symbolic: logic, expert systems, Prolog, Cyc, good old-fashioned AI, theorem proving
Spatial: geometry, feature spaces, conceptual spaces, semantic spaces, information retrieval, vector space models, latent semantic analysis, machine learning
Connectionist: neural networks, Hebbian theory, associationism, perceptrons, neuroscience
These levels might be compared to modeling physics at [...]
Filed under: Computational Linguistics, Computer Science, Philosophy of Mind, Semantics | Tagged: concepts, conceptual spaces, connectionism, geometry, symbols | 11 Comments »