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Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using Active Inference

https://doi.org/10.1101/2021.02.16.431365
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s00422-010-0364-zopenalex-snapshot
Action and behavior: a free-energy formulation
inferredcites →https://doi.org/10.1007/s10539-020-09746-2openalex-snapshot
From allostatic agents to counterfactual cognisers: active inference, biological regulation, and the origins of cognition
inferredcites →https://doi.org/10.1016/j.biopsych.2017.05.012openalex-snapshot
Computational Psychosomatics and Computational Psychiatry: Toward a Joint Framework for Differential Diagnosis
inferredcites →https://doi.org/10.1016/j.biopsych.2018.05.015openalex-snapshot
The Predictive Coding Account of Psychosis
inferredcites →https://doi.org/10.1016/j.bpsc.2017.12.004openalex-snapshot
Interoception and Mental Health: A Roadmap
inferredcites →https://doi.org/10.1016/j.copsyc.2017.04.020openalex-snapshot
Interoception and emotion
inferredcites →https://doi.org/10.1016/j.jmp.2017.09.004openalex-snapshot
The free energy principle for action and perception: A mathematical review
inferredcites →https://doi.org/10.1016/j.neubiorev.2016.06.022openalex-snapshot
Active inference and learning
inferredcites →https://doi.org/10.1016/j.neubiorev.2017.01.015openalex-snapshot
Symptoms and the body: Taking the inferential leap
inferredcites →https://doi.org/10.1016/j.neubiorev.2017.04.009openalex-snapshot
Deep temporal models and active inference
inferredcites →https://doi.org/10.1016/j.neuron.2012.10.038openalex-snapshot
Canonical Microcircuits for Predictive Coding
inferredcites →https://doi.org/10.1016/j.neuron.2018.02.022openalex-snapshot
Regulation of Body Temperature by the Nervous System
inferredcites →https://doi.org/10.1016/j.physbeh.2011.06.004openalex-snapshot
Allostasis: A model of predictive regulation
inferredcites →https://doi.org/10.1016/j.pneurobio.2015.09.001openalex-snapshot
Active Inference, homeostatic regulation and adaptive behavioural control
inferredcites →https://doi.org/10.1016/j.tics.2013.09.007openalex-snapshot
Interoceptive inference, emotion, and the embodied self
inferredcites →https://doi.org/10.1016/j.tics.2018.01.009openalex-snapshot
Hierarchical Active Inference: A Theory of Motivated Control
inferredcites →https://doi.org/10.1016/j.tics.2018.08.008openalex-snapshot
Being a Beast Machine: The Somatic Basis of Selfhood
inferredcites →https://doi.org/10.1016/s2215-0366(14)70275-5openalex-snapshot
Computational psychiatry: the brain as a phantastic organ
inferredcites →https://doi.org/10.1037/10039-000openalex-snapshot
Plans and the structure of behavior.
inferredcites →https://doi.org/10.1037/rev0000290openalex-snapshot
Perception and misperception of bodily symptoms from an active inference perspective: Modelling the case of panic disorder.
inferredcites →https://doi.org/10.1038/4580openalex-snapshot
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
inferredcites →https://doi.org/10.1038/nrn2787openalex-snapshot
The free-energy principle: a unified brain theory?
inferredcites →https://doi.org/10.1038/nrn3950openalex-snapshot
Interoceptive predictions in the brain
inferredcites →https://doi.org/10.1038/s41562-017-0069openalex-snapshot
Evidence for a large-scale brain system supporting allostasis and interoception in humans
inferredcites →https://doi.org/10.1038/s41598-017-15249-0openalex-snapshot
Working memory, attention, and salience in active inference
inferredcites →https://doi.org/10.1038/s41598-019-51793-7openalex-snapshot
Intrinsic Functional Connectivity is Organized as Three Interdependent Gradients
inferredcites →https://doi.org/10.1038/s41598-021-81307-3openalex-snapshot
Perceptual insensitivity to the modulation of interoceptive signals in depression, anxiety, and substance use disorders
inferredcites →https://doi.org/10.1073/pnas.1821032116openalex-snapshot
An interoceptive illusion of effort induced by false heart-rate feedback
inferredcites →https://doi.org/10.1080/17588928.2015.1020053openalex-snapshot
Active inference and epistemic value
inferredcites →https://doi.org/10.1093/acprof:oso/9780190217013.001.0001openalex-snapshot
Surfing Uncertainty
inferredcites →https://doi.org/10.1093/acprof:oso/9780199682737.001.0001openalex-snapshot
The Predictive Mind
inferredcites →https://doi.org/10.1093/oso/9780190905385.001.0001openalex-snapshot
The Brain from Inside Out
inferredcites →https://doi.org/10.1093/oso/9780198811930.001.0001openalex-snapshot
The Interoceptive Mind
inferredcites →https://doi.org/10.1097/00000441-193907000-00031openalex-snapshot
THE WISDOM OF THE BODY
inferredcites →https://doi.org/10.1098/rstb.2005.1622openalex-snapshot
A theory of cortical responses
inferredcites →https://doi.org/10.1098/rstb.2016.0002openalex-snapshot
Interoception beyond homeostasis: affect, cognition and mental health
inferredcites →https://doi.org/10.1098/rstb.2016.0007openalex-snapshot
Active interoceptive inference and the emotional brain
inferredcites →https://doi.org/10.1098/rstb.2016.0011openalex-snapshot
An active inference theory of allostasis and interoception in depression
inferredcites →https://doi.org/10.1146/annurev-clinpsy-050718-095617openalex-snapshot
An Active Inference Approach to Interoceptive Psychopathology
inferredcites →https://doi.org/10.1162/neco_a_00912openalex-snapshot
Active Inference: A Process Theory
inferredcites →https://doi.org/10.1162/netn_a_00018openalex-snapshot
The graphical brain: Belief propagation and active inference
inferredcites →https://doi.org/10.1371/journal.pcbi.1002327openalex-snapshot
Dopamine, Affordance and Active Inference
inferredcites →https://doi.org/10.1371/journal.pcbi.1003094openalex-snapshot
Emotional Valence and the Free-Energy Principle
inferredcites →https://doi.org/10.1371/journal.pcbi.1007805openalex-snapshot
Learning action-oriented models through active inference
inferredcites →https://doi.org/10.1371/journal.pcbi.1010490openalex-snapshot
In the Body’s Eye: The computational anatomy of interoceptive inference
inferredcites →https://doi.org/10.1515/9781400852727openalex-snapshot
How Do You Feel?
inferredcites →https://doi.org/10.1523/eneuro.0049-16.2016openalex-snapshot
Computational Phenotyping in Psychiatry: A Worked Example
inferredcites →https://doi.org/10.2307/2063243openalex-snapshot
Behavior: The Control of Perception.
inferredcites →https://doi.org/10.32872/cpe.v1i4.35952openalex-snapshot
Symptom Perception From a Predictive Processing Perspective
inferredcites →https://doi.org/10.3389/fnhum.2016.00550openalex-snapshot
Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression
inferredcites →https://doi.org/10.3389/fpsyg.2011.00395openalex-snapshot
An Interoceptive Predictive Coding Model of Conscious Presence
inferredcites →https://doi.org/10.3389/fpsyg.2013.00092openalex-snapshot
The Mixed Instrumental Controller: Using Value of Information to Combine Habitual Choice and Mental Simulation
inferredcites →https://doi.org/10.3389/fpsyt.2013.00047openalex-snapshot
The Computational Anatomy of Psychosis
inferredcites →https://doi.org/10.3758/s13414-019-01760-1openalex-snapshot
Resynthesizing behavior through phylogenetic refinement
inferredcites →https://doi.org/10.3758/s13415-013-0227-xopenalex-snapshot
Why do you fear the bogeyman? An embodied predictive coding model of perceptual inference
inferredcites →https://doi.org/10.3758/s13415-020-00777-6openalex-snapshot
Keep your interoceptive streams under control: An active inference perspective on anorexia nervosa

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11229-022-03480-wopenalex-snapshot
Active inference models do not contradict folk psychology
inferred← citeshttps://doi.org/10.1016/j.biopsycho.2021.108242openalex-snapshot
Interoception as modeling, allostasis as control
inferred← citeshttps://doi.org/10.1016/j.biopsycho.2022.108322openalex-snapshot
Addressing the need for new interoceptive methods
inferred← citeshttps://doi.org/10.1016/j.biopsycho.2023.108741openalex-snapshot
Active inference as a theory of sentient behavior
inferred← citeshttps://doi.org/10.1016/j.jmp.2021.102632openalex-snapshot
A step-by-step tutorial on active inference and its application to empirical data
inferred← citeshttps://doi.org/10.1016/j.neubiorev.2022.104590openalex-snapshot
Stress and its sequelae: An active inference account of the etiological pathway from allostatic overload to depression
inferred← citeshttps://doi.org/10.1016/j.neuron.2021.09.045openalex-snapshot
Interoception of breathing and its relationship with anxiety
inferred← citeshttps://doi.org/10.1017/9781108982191openalex-snapshot
Biological Cognition
inferred← citeshttps://doi.org/10.1037/rev0000290openalex-snapshot
Perception and misperception of bodily symptoms from an active inference perspective: Modelling the case of panic disorder.
inferred← citeshttps://doi.org/10.1098/rstb.2020.0531openalex-snapshot
The evolution of brain architectures for predictive coding and active inference
inferred← citeshttps://doi.org/10.1098/rstb.2021.0367openalex-snapshot
Mapping the mental space of emotional concepts through kinematic measures of decision uncertainty
inferred← citeshttps://doi.org/10.31219/osf.io/cy4aeopenalex-snapshot
Hanging in there: Prenatal origins of antigravity homeostasis in humans
inferred← citeshttps://doi.org/10.31234/osf.io/euxp4openalex-snapshot
What is balance? A vital mechano-regulation paradigm
inferred← citeshttps://doi.org/10.31234/osf.io/jkmpqopenalex-snapshot
Survival Decisions in a Multidimensional World
inferred← citeshttps://doi.org/10.31234/osf.io/re8kuopenalex-snapshot
Hanging in there: Uterine Buoyancy Defines Homeostatic Set-Points for Gravity Adaptation in Humans
inferred← citeshttps://doi.org/10.31234/osf.io/sqr6zopenalex-snapshot
Interoceptive Technologies for Psychiatric Interventions: From Diagnosis to Clinical Applications
inferred← citeshttps://doi.org/10.3390/jintelligence9030042openalex-snapshot
Levels of Emotional Awareness: Theory and Measurement of a Socio-Emotional Skill
inferred← citeshttps://doi.org/10.48550/arxiv.2107.12979openalex-snapshot
Predictive Coding: a Theoretical and Experimental Review
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