DocumentCode
3176658
Title
Creation of knowledge & meaning manifested via cortical singularities in cognition: Towards a methodology to understand intentionality and critical behavior in neural correlates of awareness
Author
Davis, Jeffery Jonathan ; Kozma, Robert
Author_Institution
Center for Large-Scale Integrated Optimization Networks, Univ. of Memphis, Memphis, TN, USA
fYear
2013
fDate
16-19 April 2013
Firstpage
15
Lastpage
22
Abstract
Experimental and theoretical approaches aiming at the establishment of neural correlates of higher cognitive functions and awareness have been extensively studied in the past decade. Information-theoretical indices are useful tools in establishing quantitative metrics when analyzing data of cognitive experiments. In this work we report a systematic statistical analysis of multiple runs of ECoG measurements over the rabbit visual cortex. The results are interpreted invoking the concept of Pragmatic Information, which is complementary to the Shannon Entropy Index. We interpret these finding based on a dynamical system approach to brains and cognition. We identify large-scale synchronization across broad frequency band as potential manifestation of the `aha´ effect, indicating the construction of knowledge and meaning from input sensory data and leading to awareness experience.
Keywords
bioelectric potentials; cognition; medical signal processing; statistical analysis; synchronisation; ECoG measurements; Shannon entropy index; awareness neural correlates; cognition; cortical singularities; electrocorticogram; information-theoretical index; intentionality behavior; knowledge creation; meaning creation; pragmatic information concept; quantitative metrics; rabbit visual cortex; statistical analysis; synchronization identification; Band-pass filters; Cognition; Computational intelligence; Indexes; Pragmatics; Rabbits; Synchronization; Analytic Amplitude; Analytic Phase; Awareness; Cognition; Criticality; Electrocorticogram; Hilbert Transform; Synchronization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2013 IEEE Symposium on
Conference_Location
Singapore
Type
conf
DOI
10.1109/CCMB.2013.6609160
Filename
6609160
Link To Document