Literature DB >> 30120988

Critical dynamics, anesthesia and information integration: Lessons from multi-scale criticality analysis of voltage imaging data.

Tomer Fekete1, David B Omer2, Kazunori O'Hashi2, Amiram Grinvald2, Cees van Leeuwen3, Oren Shriki4.   

Abstract

Critical dynamics are thought to play an important role in neuronal information-processing: near critical networks exhibit neuronal avalanches, cascades of spatiotemporal activity that are scale-free, and are considered to enhance information capacity and transfer. However, the exact relationship between criticality, awareness, and information integration remains unclear. To characterize this relationship, we applied multi-scale avalanche analysis to voltage-sensitive dye imaging data collected from animals of various species under different anesthetics. We found that anesthesia systematically varied the scaling behavior of neural dynamics, a change that was mirrored in reduced neural complexity. These findings were corroborated by applying the same analyses to a biophysically realistic cortical network model, in which multi-scale criticality measures were associated with network properties and the capacity for information integration. Our results imply that multi-scale criticality measures are potential biomarkers for assessing the level of consciousness.
Copyright © 2018 Elsevier Inc. All rights reserved.

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Year:  2018        PMID: 30120988     DOI: 10.1016/j.neuroimage.2018.08.026

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  7 in total

1.  High-resolution VSDI retinotopic mapping via a DLP-based projection system.

Authors:  Adi Gross; Nadav H Ivzan; Nairouz Farah; Yossi Mandel
Journal:  Biomed Opt Express       Date:  2019-09-13       Impact factor: 3.732

Review 2.  Dynamic Computation in Visual Thalamocortical Networks.

Authors:  Roy Moyal; Shimon Edelman
Journal:  Entropy (Basel)       Date:  2019-05-16       Impact factor: 2.524

Review 3.  Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation.

Authors:  Kristine Heiney; Ola Huse Ramstad; Vegard Fiskum; Nicholas Christiansen; Axel Sandvig; Stefano Nichele; Ioanna Sandvig
Journal:  Front Comput Neurosci       Date:  2021-02-10       Impact factor: 2.380

4.  Self-organized criticality as a framework for consciousness: A review study.

Authors:  Nike Walter; Thilo Hinterberger
Journal:  Front Psychol       Date:  2022-07-15

5.  Neuronal avalanches and time-frequency representations in stimulus-evoked activity.

Authors:  Oshrit Arviv; Abraham Goldstein; Oren Shriki
Journal:  Sci Rep       Date:  2019-09-16       Impact factor: 4.379

6.  Alpha oscillation, criticality, and responsiveness in complex brain networks.

Authors:  MinKyung Kim; UnCheol Lee
Journal:  Netw Neurosci       Date:  2020-02-01

7.  Tinnitus-like "hallucinations" elicited by sensory deprivation in an entropy maximization recurrent neural network.

Authors:  Aviv Dotan; Oren Shriki
Journal:  PLoS Comput Biol       Date:  2021-12-08       Impact factor: 4.475

  7 in total

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