Qualia: the geometry of integrated information. Export

@article{citeulike:5439530, abstract = {According to the integrated information theory, the quantity of consciousness is the amount of integrated information generated by a complex of elements, and the quality of experience is specified by the informational relationships it generates. This paper outlines a framework for characterizing the informational relationships generated by such systems. Qualia space (Q) is a space having an axis for each possible state (activity pattern) of a complex. Within Q, each submechanism specifies a point corresponding to a repertoire of system states. Arrows between repertoires in Q define informational relationships. Together, these arrows specify a quale -- a shape that completely and univocally characterizes the quality of a conscious experience. Phi -- the height of this shape -- is the quantity of consciousness associated with the experience. Entanglement measures how irreducible informational relationships are to their component relationships, specifying concepts and modes. Several corollaries follow from these premises. The quale is determined by both the mechanism and state of the system. Thus, two different systems having identical activity patterns may generate different qualia. Conversely, the same quale may be generated by two systems that differ in both activity and connectivity. Both active and inactive elements specify a quale, but elements that are inactivated do not. Also, the activation of an element affects experience by changing the shape of the quale. The subdivision of experience into modalities and submodalities corresponds to subshapes in Q. In principle, different aspects of experience may be classified as different shapes in Q, and the similarity between experiences reduces to similarities between shapes. Finally, specific qualities, such as the "redness" of red, while generated by a local mechanism, cannot be reduced to it, but require considering the entire quale. Ultimately, the present framework may offer a principled way for translating qualitative properties of experience into mathematics.}, author = {Balduzzi, David and Tononi, Giulio}, citeulike-article-id = {5439530}, citeulike-linkout-0 = {http://dx.doi.org/10.1371/journal.pcbi.1000462}, citeulike-linkout-1 = {http://view.ncbi.nlm.nih.gov/pubmed/19680424}, citeulike-linkout-2 = {http://www.hubmed.org/display.cgi?uids=19680424}, day = {14}, doi = {10.1371/journal.pcbi.1000462}, issn = {1553-7358}, journal = {PLoS computational biology}, keywords = {untagged}, month = {August}, number = {8}, pages = {e1000462+}, posted-at = {2009-08-14 15:40:20}, priority = {2}, publisher = {Public Library of Science}, title = {Qualia: the geometry of integrated information.}, url = {http://dx.doi.org/10.1371/journal.pcbi.1000462}, volume = {5}, year = {2009} }

TY - JOUR ID - citeulike:5439530 L3 - citeulike-article-id:5439530 N2 - According to the integrated information theory, the quantity of consciousness is the amount of integrated information generated by a complex of elements, and the quality of experience is specified by the informational relationships it generates. This paper outlines a framework for characterizing the informational relationships generated by such systems. Qualia space (Q) is a space having an axis for each possible state (activity pattern) of a complex. Within Q, each submechanism specifies a point corresponding to a repertoire of system states. Arrows between repertoires in Q define informational relationships. Together, these arrows specify a quale -- a shape that completely and univocally characterizes the quality of a conscious experience. Phi -- the height of this shape -- is the quantity of consciousness associated with the experience. Entanglement measures how irreducible informational relationships are to their component relationships, specifying concepts and modes. Several corollaries follow from these premises. The quale is determined by both the mechanism and state of the system. Thus, two different systems having identical activity patterns may generate different qualia. Conversely, the same quale may be generated by two systems that differ in both activity and connectivity. Both active and inactive elements specify a quale, but elements that are inactivated do not. Also, the activation of an element affects experience by changing the shape of the quale. The subdivision of experience into modalities and submodalities corresponds to subshapes in Q. In principle, different aspects of experience may be classified as different shapes in Q, and the similarity between experiences reduces to similarities between shapes. Finally, specific qualities, such as the "redness" of red, while generated by a local mechanism, cannot be reduced to it, but require considering the entire quale. Ultimately, the present framework may offer a principled way for translating qualitative properties of experience into mathematics. IS - 8 JF - PLoS computational biology SN - 1553-7358 TI - Qualia: the geometry of integrated information. PB - Public Library of Science VL - 5 SP - e1000462 KW - untagged AU - Balduzzi, David AU - Tononi, Giulio PY - 2009/08/14/ UR - http://dx.doi.org/10.1371/journal.pcbi.1000462 ER -