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A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy

Eye movement desensitization and reprocessing (EMDR) therapy is a well-established therapeutic method to treat post-traumatic stress disorder (PTSD). However, how EMDR exerts its therapeutic action has been studied in many types of research but still needs to be completely understood. This is in par...

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Autores principales: Mattera, Andrea, Cavallo, Alessia, Granato, Giovanni, Baldassarre, Gianluca, Pagani, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326218/
https://www.ncbi.nlm.nih.gov/pubmed/35911047
http://dx.doi.org/10.3389/fpsyg.2022.944838
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author Mattera, Andrea
Cavallo, Alessia
Granato, Giovanni
Baldassarre, Gianluca
Pagani, Marco
author_facet Mattera, Andrea
Cavallo, Alessia
Granato, Giovanni
Baldassarre, Gianluca
Pagani, Marco
author_sort Mattera, Andrea
collection PubMed
description Eye movement desensitization and reprocessing (EMDR) therapy is a well-established therapeutic method to treat post-traumatic stress disorder (PTSD). However, how EMDR exerts its therapeutic action has been studied in many types of research but still needs to be completely understood. This is in part due to limited knowledge of the neurobiological mechanisms underlying EMDR, and in part to our incomplete understanding of PTSD. In order to model PTSD, we used a biologically inspired computational model based on firing rate units, encompassing the cortex, hippocampus, and amygdala. Through the modulation of its parameters, we fitted real data from patients treated with EMDR or classical exposure therapy. This allowed us to gain insights into PTSD mechanisms and to investigate how EMDR achieves trauma remission.
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spelling pubmed-93262182022-07-28 A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy Mattera, Andrea Cavallo, Alessia Granato, Giovanni Baldassarre, Gianluca Pagani, Marco Front Psychol Psychology Eye movement desensitization and reprocessing (EMDR) therapy is a well-established therapeutic method to treat post-traumatic stress disorder (PTSD). However, how EMDR exerts its therapeutic action has been studied in many types of research but still needs to be completely understood. This is in part due to limited knowledge of the neurobiological mechanisms underlying EMDR, and in part to our incomplete understanding of PTSD. In order to model PTSD, we used a biologically inspired computational model based on firing rate units, encompassing the cortex, hippocampus, and amygdala. Through the modulation of its parameters, we fitted real data from patients treated with EMDR or classical exposure therapy. This allowed us to gain insights into PTSD mechanisms and to investigate how EMDR achieves trauma remission. Frontiers Media S.A. 2022-07-13 /pmc/articles/PMC9326218/ /pubmed/35911047 http://dx.doi.org/10.3389/fpsyg.2022.944838 Text en Copyright © 2022 Mattera, Cavallo, Granato, Baldassarre and Pagani. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Mattera, Andrea
Cavallo, Alessia
Granato, Giovanni
Baldassarre, Gianluca
Pagani, Marco
A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title_full A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title_fullStr A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title_full_unstemmed A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title_short A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy
title_sort biologically inspired neural network model to gain insight into the mechanisms of post-traumatic stress disorder and eye movement desensitization and reprocessing therapy
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326218/
https://www.ncbi.nlm.nih.gov/pubmed/35911047
http://dx.doi.org/10.3389/fpsyg.2022.944838
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