An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms

Isabel  Klemme; Mariët Veerman; Jan Treur

doi:10.1016/j.procs.2021.06.053

An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms

Isabel Klemme, Mariët Veerman, Jan Treur

Computer Science

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

This paper analyses computationally the effect of the gut microbiome on social interaction deficits related to ASD. An integrative second-order adaptive network model is introduced that integrates the relevant mental and physiological causal pathways and their (second-order) adaptivity.

Original language	English
Title of host publication	Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20
Publisher	Elsevier
Pages	450-462
Number of pages	13
Volume	190
DOIs	https://doi.org/10.1016/j.procs.2021.06.053
Publication status	Published - 2021
Event	2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society, BICA*AI 2020 - Natal, Rio Grande do Norte, Brazil Duration: 10 Nov 2020 → 15 Nov 2020

Publication series

Name	Procedia Computer Science
Publisher	Elsevier BV
ISSN (Print)	1877-0509

Conference

Conference	2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society, BICA*AI 2020
Country/Territory	Brazil
City	Natal, Rio Grande do Norte
Period	10/11/20 → 15/11/20

Bibliographical note

Special issue: 2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society. Edited by Alexei V. Samsonovich, Valentin V. Klimov.

Publisher Copyright:
© 2020 Elsevier B.V.. All rights reserved.

Keywords

ASD
gut-brain axis
network model
probiotics
second-order adaptive

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1016/j.procs.2021.06.053

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Klemme, I., Veerman, M., & Treur, J. (2021). An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms. In Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20 (Vol. 190, pp. 450-462). (Procedia Computer Science). Elsevier. https://doi.org/10.1016/j.procs.2021.06.053

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abstract = "This paper analyses computationally the effect of the gut microbiome on social interaction deficits related to ASD. An integrative second-order adaptive network model is introduced that integrates the relevant mental and physiological causal pathways and their (second-order) adaptivity.",

keywords = "ASD, gut-brain axis, network model, probiotics, second-order adaptive",

author = "Isabel Klemme and Mari{\"e}t Veerman and Jan Treur",

note = "Special issue: 2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society. Edited by Alexei V. Samsonovich, Valentin V. Klimov. Publisher Copyright: {\textcopyright} 2020 Elsevier B.V.. All rights reserved.; 2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society, BICA*AI 2020 ; Conference date: 10-11-2020 Through 15-11-2020",

year = "2021",

doi = "10.1016/j.procs.2021.06.053",

language = "English",

volume = "190",

series = "Procedia Computer Science",

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pages = "450--462",

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Klemme, I, Veerman, M & Treur, J 2021, An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms. in Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20. vol. 190, Procedia Computer Science, Elsevier, pp. 450-462, 2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society, BICA*AI 2020, Natal, Rio Grande do Norte, Brazil, 10/11/20. https://doi.org/10.1016/j.procs.2021.06.053

An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms. / Klemme, Isabel ; Veerman, Mariët; Treur, Jan.
Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20. Vol. 190 Elsevier, 2021. p. 450-462 (Procedia Computer Science).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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PY - 2021

Y1 - 2021

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KW - gut-brain axis

KW - network model

KW - probiotics

KW - second-order adaptive

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DO - 10.1016/j.procs.2021.06.053

M3 - Conference contribution

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BT - Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20

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Klemme I, Veerman M, Treur J. An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms. In Postproceedings of the 11th Annual International Conference on Brain-Inspired Cognitive Architectures for AI, BICA*AI'20. Vol. 190. Elsevier. 2021. p. 450-462. (Procedia Computer Science). Epub 2021 Jul 22. doi: 10.1016/j.procs.2021.06.053

An Integrative Second-Order Adaptive Network Model for the Effect of L. Reuteri Probiotics in the Gut on ASD Symptoms

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

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