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A COMPUTATIONAL MODEL OF MACHINE CONSCIOUSNESS

Janusz A. Starzyk, Dilip Kumar Prasad

International Journal of Machine Consciousness December 1, 2011 DOI: 10.1142/s1793843011000819 (opens in new tab)

Study at a glance

AI-extracted from the abstract
Characteristics Theoretical or philosophical paper Peer reviewed
Citations 52
Key points Argues that existing definitions of consciousness are human-centered, vague, and incomplete, and proposes a physical definition of consciousness plus a computational model driven by competing motivations, goals, and attention-switching. Introduces the concept of "mental saccades" to explain attention-switching and focusing from a computational perspective, and compares the model with other computational models of consciousness.

Abstract

Despite many efforts, there are no computational models of consciousness that can be used to design conscious intelligent machines. This is mainly attributed to available definitions of consciousness being human centered, vague, and incomplete. Through a biological analysis of consciousness and concept of machine intelligence, we propose a physical definition of consciousness with the hope to model it in intelligent machines. We propose a computational model of consciousness driven by competing motivations, goals, and attention-switching. We propose a concept of mental saccades that is useful for explaining the attention-switching and focusing mechanism from computational perspective. Finally, we compare our model with other computational models of consciousness.

Citations in the library