Title :
Cognitive synergy: A universal principle for feasible general intelligence
Author_Institution :
Novamente LLC, Rockville, MD, USA
Abstract :
Do there exist general principles, which any system must obey in order to achieve advanced general intelligence using feasible computational resources? Here we propose one candidate: ldquocognitive synergy,rdquo a principle which suggests that general intelligences must contain different knowledge creation mechanisms corresponding to different sorts of memory (declarative, procedural, sensory/episodic, attentional, intentional); and that these different mechanisms must be interconnected in such a way as to aid each other in overcoming memory type specific combinatorial explosions.
Keywords :
artificial intelligence; cognitive systems; attentional memory; cognitive synergy; declarative memory; episodic memory; feasible general intelligence; intentional memory; knowledge creation mechanism; memory type specific combinatorial explosion; procedural memory; sensory memory; Biology computing; Computational intelligence; Computer architecture; Data analysis; Ethics; Explosions; Intelligent sensors; Intelligent systems; Mathematics;
Conference_Titel :
Cognitive Informatics, 2009. ICCI '09. 8th IEEE International Conference on
Conference_Location :
Kowloon, Hong Kong
Print_ISBN :
978-1-4244-4642-1
DOI :
10.1109/COGINF.2009.5250694