A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors

Florian  David; George  Kalibala; Blandine  Pichon; Jan Treur

A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors

Florian David, George Kalibala, Blandine Pichon, Jan Treur

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

Abstract

This paper presents a computational agent model that analyses the regulation of sensory processing and behavioural responses to stimuli in autism spectrum disorder (ASD). The model incorporates feedback loops and accounts for the heterogeneity, variability, and adaptivity of these behavioural responses. We specifically investigate how epigenetic mechanisms, or the modulation of gene expression by environmental factors, can influence sensory processing sensitivity, or the responsiveness to subtle sensory signals, in ASD. We evaluated our model with simulation experiments.

Original language	English
Title of host publication	Proc. of the 14th International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, BICA*AI'23
Publication status	Accepted/In press - 2 Aug 2023

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David, F., Kalibala, G., Pichon, B., & Treur, J. (Accepted/In press). A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors. In Proc. of the 14th International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, BICA*AI'23 https://www.researchgate.net/publication/372776738

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title = "A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors",

abstract = "This paper presents a computational agent model that analyses the regulation of sensory processing and behavioural responses to stimuli in autism spectrum disorder (ASD). The model incorporates feedback loops and accounts for the heterogeneity, variability, and adaptivity of these behavioural responses. We specifically investigate how epigenetic mechanisms, or the modulation of gene expression by environmental factors, can influence sensory processing sensitivity, or the responsiveness to subtle sensory signals, in ASD. We evaluated our model with simulation experiments.",

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A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors. / David, Florian; Kalibala, George; Pichon, Blandine et al.
Proc. of the 14th International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, BICA*AI'23. 2023.

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

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T1 - A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors

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AU - Kalibala, George

AU - Pichon, Blandine

AU - Treur, Jan

PY - 2023/8/2

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N2 - This paper presents a computational agent model that analyses the regulation of sensory processing and behavioural responses to stimuli in autism spectrum disorder (ASD). The model incorporates feedback loops and accounts for the heterogeneity, variability, and adaptivity of these behavioural responses. We specifically investigate how epigenetic mechanisms, or the modulation of gene expression by environmental factors, can influence sensory processing sensitivity, or the responsiveness to subtle sensory signals, in ASD. We evaluated our model with simulation experiments.

AB - This paper presents a computational agent model that analyses the regulation of sensory processing and behavioural responses to stimuli in autism spectrum disorder (ASD). The model incorporates feedback loops and accounts for the heterogeneity, variability, and adaptivity of these behavioural responses. We specifically investigate how epigenetic mechanisms, or the modulation of gene expression by environmental factors, can influence sensory processing sensitivity, or the responsiveness to subtle sensory signals, in ASD. We evaluated our model with simulation experiments.

M3 - Conference contribution

BT - Proc. of the 14th International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, BICA*AI'23

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A Network Model for Modulating Sensory Processing Sensitivity in Autism Spectrum Disorder: Epigenetics, Adaptivity, and Other Factors

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