A philosophical assessment of computational models of consciousness
Selvi Elif Gök, Erdinç Sayan
Cognitive Systems Research July 1, 2012 DOI: 10.1016/j.cogsys.2011.11.001 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper Peer reviewed |
|---|---|
| Key points | Proposes that instead of judging computational models by how well they model consciousness itself, they can be assessed against a checklist of features and aspects of consciousness drawn from philosophy, and reports evaluating several self-claimed computational models of consciousness item by item against that list. The abstract states no results of that evaluation. |
Abstract
There has been a recent flurry of activity in consciousness research. Although an operational definition of consciousness has not yet been developed, philosophy has come to identify a set of features and aspects that are thought to be associated with the various elements of consciousness. On the other hand, there have been several recent attempts to develop computational models of consciousness that are claimed to capture or illustrate one or more aspects of consciousness. As a plausible substitute to evaluating how well the current computational models model consciousness, this study examines how the current computational models fare in modeling those aspects and features of consciousness identified by philosophy. Following a review of the literature on the philosophy of consciousness, this study constructs a list of features and aspects that would be expected in any successful model of consciousness. The study then evaluates, from the viewpoint of that list, some of the current self-claimed and implemented computational models of consciousness. The computational models studied are evaluated with respect to each identified aspect and feature of consciousness.
Citations in the library
Cites 7
- On a confusion about a function of consciousness Behavioral and Brain Sciences June 1, 1995
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- CONSCIOUSNESS IS COMPUTATIONAL: THE LIDA MODEL OF GLOBAL WORKSPACE THEORY International Journal of Machine Consciousness May 19, 2009
- A "Consciousness"-Based Architecture for a Functioning Mind IGI Global eBooks May 24, 2011
- Computational Models of Consciousness: An Evaluation Journal of Intelligent Systems December 1, 1999
and 2 more in the library