Contents of Consciousness Investigated as Integrated Information in Direct Human Brain Recordings
Andrew M. Haun, Masafumi Oizumi, Christopher K Kovach, Hiroto Kawasaki, Hiroyuki Oya, Matthew A. Howard, Ralph Adolphs, Naotsugu Tsuchiya
bioRxiv (Cold Spring Harbor Laboratory) February 15, 2016 preprint DOI: 10.1101/039032 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study using intracranial EEG recordings and unsupervised classification |
|---|---|
| Sample size | 6 |
| Population | Neurosurgical patients with electrodes implanted over posterior cortices |
| Citations | 9 |
| Key findings | Integrated information within stimulus-selective cortical regions classified visual experiences with significant accuracy, peaking on average around 64%, outperforming mutual information (56%) and entropy (54%). The authors argue that integrated information theory concepts are empirically testable and may link conscious experience to informational structures. |
Abstract
Abstract Integrated information theory postulates that the particular way stimuli appear when we consciously experience them arises from integrated information relationships across neural populations. We investigated if such equivalence holds by testing if similar/different percepts map onto similar/different information structures. We computed integrated information structure from intracranial EEGs recorded in 6 neurosurgical patients who had electrodes implanted over posterior cortices. During recording, we dissociated subjective percepts from physical inputs in three distinct stimulus paradigms (passive viewing, continuous flash suppression, and backward masking). Unsupervised classification showed that integrated information within stimulus-selective cortical regions classified visual experiences with significant accuracy (peaking on average around 64% classification accuracy). Classification by other relevant information theoretic measures such as mutual information and entropy was consistently poorer (56% and 54% accuracy). The findings argue that concepts from integrated information theory are empirically testable, promising a potential link between conscious experience and informational structures.
Citations in the library
Cited by 5
- The Mathematical Structure of Integrated Information Theory Frontiers in Applied Mathematics and Statistics June 4, 2021
- Intracranial markers of conscious face perception in humans. Neuroimage September 4, 2017
- Applying Yoneda's lemma to consciousness research: categories of level and contents of consciousness
- The Dreamscape Project: Mapping the phenomenological and neurophysiological features of subjective experience during sleep
- Beyond the “Neural Correlates of Consciousness”: Characterizing the structure of consciousness and information and identifying their relationship
Cites 10
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- Distilling the neural correlates of consciousness Neuroscience & Biobehavioral Reviews December 17, 2011
- Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework PLoS Computational Biology June 12, 2008
- The ‘correlates’ in neural correlates of consciousness Neuroscience & Biobehavioral Reviews June 5, 2011
- Qualia: The Geometry of Integrated Information PLoS Computational Biology August 13, 2009
and 5 more in the library