Brain–body states embody complex temporal dynamics

Daniel S. Kluger; Micah G. Allen; Joachim Gross

doi:10.1016/j.tics.2024.05.003

Brain–body states embody complex temporal dynamics

Daniel S. Kluger^*, Micah G. Allen, Joachim Gross

^*Corresponding author for this work

Department of Clinical Medicine - Center of Functionally Integrative Neuroscience

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Comment/debate/letter to the editor › Research › peer-review

3 Citations (Scopus)

Abstract

We propose a computational framework for high-dimensional brain–body states as transient embodiments of nested internal and external dynamics governed by interoception. Unifying recent theoretical work, we suggest ways to reduce arbitrary state complexity to an observable number of features in order to accurately predict and intervene in pathological trajectories.

Original language	English
Journal	Trends in Cognitive Sciences
Volume	28
Issue	8
Pages (from-to)	695-698
Number of pages	4
ISSN	1364-6613
DOIs	https://doi.org/10.1016/j.tics.2024.05.003
Publication status	Published - Aug 2024

Keywords

brain states
brain–body coupling
dimensionality reduction
interoception
low-dimensional manifolds
nested dynamics

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10.1016/j.tics.2024.05.003Licence: CC BY

Cite this

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title = "Brain–body states embody complex temporal dynamics",

abstract = "We propose a computational framework for high-dimensional brain–body states as transient embodiments of nested internal and external dynamics governed by interoception. Unifying recent theoretical work, we suggest ways to reduce arbitrary state complexity to an observable number of features in order to accurately predict and intervene in pathological trajectories.",

keywords = "brain states, brain–body coupling, dimensionality reduction, interoception, low-dimensional manifolds, nested dynamics",

author = "Kluger, {Daniel S.} and Allen, {Micah G.} and Joachim Gross",

year = "2024",

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T1 - Brain–body states embody complex temporal dynamics

AU - Kluger, Daniel S.

AU - Allen, Micah G.

AU - Gross, Joachim

PY - 2024/8

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N2 - We propose a computational framework for high-dimensional brain–body states as transient embodiments of nested internal and external dynamics governed by interoception. Unifying recent theoretical work, we suggest ways to reduce arbitrary state complexity to an observable number of features in order to accurately predict and intervene in pathological trajectories.

AB - We propose a computational framework for high-dimensional brain–body states as transient embodiments of nested internal and external dynamics governed by interoception. Unifying recent theoretical work, we suggest ways to reduce arbitrary state complexity to an observable number of features in order to accurately predict and intervene in pathological trajectories.

KW - brain states

KW - brain–body coupling

KW - dimensionality reduction

KW - interoception

KW - low-dimensional manifolds

KW - nested dynamics

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U2 - 10.1016/j.tics.2024.05.003

DO - 10.1016/j.tics.2024.05.003

M3 - Comment/debate/letter to the editor

C2 - 38816270

AN - SCOPUS:85194461460

SN - 1364-6613

VL - 28

SP - 695

EP - 698

JO - Trends in Cognitive Sciences

JF - Trends in Cognitive Sciences

IS - 8

ER -

Brain–body states embody complex temporal dynamics

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Keywords

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