Evaluating the neurophysiological evidence for predictive processing as a model of perception
For many years, the dominant theoretical framework guiding research into the neural origins
of perceptual experience has been provided by hierarchical feedforward models, in which …
of perceptual experience has been provided by hierarchical feedforward models, in which …
[HTML][HTML] Uncertainty and stress: Why it causes diseases and how it is mastered by the brain
A Peters, BS McEwen, K Friston - Progress in neurobiology, 2017 - Elsevier
The term 'stress'–coined in 1936–has many definitions, but until now has lacked a
theoretical foundation. Here we present an information-theoretic approach–based on the …
theoretical foundation. Here we present an information-theoretic approach–based on the …
Active interoceptive inference and the emotional brain
AK Seth, KJ Friston - … Transactions of the Royal Society B …, 2016 - royalsocietypublishing.org
We review a recent shift in conceptions of interoception and its relationship to hierarchical
inference in the brain. The notion of interoceptive inference means that bodily states are …
inference in the brain. The notion of interoceptive inference means that bodily states are …
Interoceptive predictions in the brain
LF Barrett, WK Simmons - Nature reviews neuroscience, 2015 - nature.com
Intuition suggests that perception follows sensation and therefore bodily feelings originate in
the body. However, recent evidence goes against this logic: interoceptive experience may …
the body. However, recent evidence goes against this logic: interoceptive experience may …
Evidence for a large-scale brain system supporting allostasis and interoception in humans
IR Kleckner, J Zhang, A Touroutoglou… - Nature human …, 2017 - nature.com
Large-scale intrinsic brain systems have been identified for exteroceptive senses (such as
sight, hearing and touch). We introduce an analogous system for representing sensations …
sight, hearing and touch). We introduce an analogous system for representing sensations …
The empirical status of predictive coding and active inference
Research on predictive processing models has focused largely on two specific algorithmic
theories: Predictive Coding for perception and Active Inference for decision-making. While …
theories: Predictive Coding for perception and Active Inference for decision-making. While …
[HTML][HTML] Great expectations: is there evidence for predictive coding in auditory cortex?
M Heilbron, M Chait - Neuroscience, 2018 - Elsevier
Predictive coding is possibly one of the most influential, comprehensive, and controversial
theories of neural function. While proponents praise its explanatory potential, critics object …
theories of neural function. While proponents praise its explanatory potential, critics object …
Large-scale cortical networks for hierarchical prediction and prediction error in the primate brain
According to predictive-coding theory, cortical areas continuously generate and update
predictions of sensory inputs at different hierarchical levels and emit prediction errors when …
predictions of sensory inputs at different hierarchical levels and emit prediction errors when …
Redefining the role of limbic areas in cortical processing
L Chanes, LF Barrett - Trends in cognitive sciences, 2016 - cell.com
There is increasing evidence that the brain actively constructs action and perception using
past experience. In this paper, we propose that the direction of information flow along …
past experience. In this paper, we propose that the direction of information flow along …
Toward a computational theory of conscious processing
Highlights•Most of the brain's early computations can be performed in a non-conscious
mode.•Conscious perception results in an amplification, propagation and integration of brain …
mode.•Conscious perception results in an amplification, propagation and integration of brain …