The empirical status of predictive coding and active inference

R Hodson, M Mehta, R Smith - Neuroscience & Biobehavioral Reviews, 2024 - Elsevier
Research on predictive processing models has focused largely on two specific algorithmic
theories: Predictive Coding for perception and Active Inference for decision-making. While …

The mnemonic basis of subjective experience

H Lau, M Michel, JE LeDoux, SM Fleming - Nature Reviews Psychology, 2022 - nature.com
Conscious experiences involve subjective qualities, such as colours, sounds, smells and
emotions. In this Perspective, we argue that these subjective qualities can be understood in …

[HTML][HTML] A step-by-step tutorial on active inference and its application to empirical data

R Smith, KJ Friston, CJ Whyte - Journal of mathematical psychology, 2022 - Elsevier
The active inference framework, and in particular its recent formulation as a partially
observable Markov decision process (POMDP), has gained increasing popularity in recent …

Deeply felt affect: The emergence of valence in deep active inference

C Hesp, R Smith, T Parr, M Allen, KJ Friston… - Neural …, 2021 - direct.mit.edu
The positive-negative axis of emotional valence has long been recognized as fundamental
to adaptive behavior, but its origin and underlying function have largely eluded formal …

The thalamus integrates the macrosystems of the brain to facilitate complex, adaptive brain network dynamics

JM Shine - Progress in neurobiology, 2021 - Elsevier
The human brain is a complex, adaptive system comprised of billions of cells with trillions of
connections. The interactions between the elements of the system oppose this seemingly …

Recent advances in the application of predictive coding and active inference models within clinical neuroscience

R Smith, P Badcock, KJ Friston - Psychiatry and Clinical …, 2021 - Wiley Online Library
Research in clinical neuroscience is founded on the idea that a better understanding of
brain (dys) function will improve our ability to diagnose and treat neurological and …

Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference

L Sandved-Smith, C Hesp, J Mattout… - Neuroscience of …, 2021 - academic.oup.com
Meta-awareness refers to the capacity to explicitly notice the current content of
consciousness and has been identified as a key component for the successful control of …

Respiratory rhythms of the predictive mind.

M Allen, S Varga, DH Heck - Psychological Review, 2023 - psycnet.apa.org
Respiratory rhythms sustain biological life, governing the homeostatic exchange of oxygen
and carbon dioxide. Until recently, however, the influence of breathing on the brain has …

In the body's eye: the computational anatomy of interoceptive inference

M Allen, A Levy, T Parr, KJ Friston - PLoS Computational Biology, 2022 - journals.plos.org
A growing body of evidence highlights the intricate linkage of exteroceptive perception to the
rhythmic activity of the visceral body. In parallel, interoceptive inference theories of affective …

Predictive processing as a systematic basis for identifying the neural correlates of consciousness

J Hohwy, A Seth - Philosophy and the Mind Sciences, 2020 - research.monash.edu
The search for the neural correlates of consciousness is in need of a systematic, principled
foundation that can endow putative neural correlates with greater predictive and explanatory …