Predictive processing: a canonical cortical computation

GB Keller, TD Mrsic-Flogel - Neuron, 2018 - cell.com
This perspective describes predictive processing as a computational framework for
understanding cortical function in the context of emerging evidence, with a focus on sensory …

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 …

Neural elements for predictive coding

S Shipp - Frontiers in psychology, 2016 - frontiersin.org
Predictive coding theories of sensory brain function interpret the hierarchical construction of
the cerebral cortex as a Bayesian, generative model capable of predicting the sensory data …

[HTML][HTML] Toward a computational framework for cognitive biology: Unifying approaches from cognitive neuroscience and comparative cognition

WT Fitch - Physics of life reviews, 2014 - Elsevier
Progress in understanding cognition requires a quantitative, theoretical framework,
grounded in the other natural sciences and able to bridge between implementational …

Is predictive coding theory articulated enough to be testable?

N Kogo, C Trengove - Frontiers in computational neuroscience, 2015 - frontiersin.org
Predictive coding theory (Srinivasan et al., 1982; Mumford, 1992; Rao and Ballard, 1999)
claims that the function of the hierarchical organization in the cortex is to reconcile …

The cerebellum optimizes perceptual predictions about external sensory events

MJ Roth, M Synofzik, A Lindner - Current Biology, 2013 - cell.com
Perception and action are governed not only by sensory information but also by prior
predictions about sensory events. These sensory predictions allow one to react more rapidly …

Disentangling predictive processing in the brain: a meta-analytic study in favour of a predictive network

L Ficco, L Mancuso, J Manuello, A Teneggi, D Liloia… - Scientific Reports, 2021 - nature.com
According to the predictive coding (PC) theory, the brain is constantly engaged in predicting
its upcoming states and refining these predictions through error signals. Despite extensive …

Predictions, perception, and a sense of self

F Picard, K Friston - Neurology, 2014 - AAN Enterprises
In recent years there has been a paradigm shift in theoretical neuroscience in which the
brain—as a passive processor of sensory information—is now considered an active organ of …

Evaluating the neurophysiological evidence for predictive processing as a model of perception

KS Walsh, DP McGovern, A Clark… - Annals of the new York …, 2020 - Wiley Online Library
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 …

Predictive Processing: A Circuit Approach to Psychosis

GB Keller, P Sterzer - Annual Review of Neuroscience, 2024 - annualreviews.org
Predictive processing is a computational framework that aims to explain how the brain
processes sensory information by making predictions about the environment and minimizing …