Results 11 to 20 of about 9,049,447 (317)
Predictive coding I: Introduction [PDF]
Philosophy Compass, 2023 Abstract Predictive coding – sometimes also known as ‘predictive processing’, ‘free energy minimisation’, or ‘prediction error minimisation’ – claims to offer a complete, unified theory of cognition that stretches all the way from cellular biology to phenomenology.
Mark D. Sprevak
semanticscholar +3 more sources
Canonical Microcircuits for Predictive Coding [PDF]
Neuron, 2012 This Perspective considers the influential notion of a canonical (cortical) microcircuit in light of recent theories about neuronal processing. Specifically, we conciliate quantitative studies of microcircuitry and the functional logic of neuronal computations.
Bastos, A.M. +6 more
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Hierarchical predictive coding in distributed pain circuits
Frontiers in Neural Circuits, 2023 Predictive coding is a computational theory on describing how the brain perceives and acts, which has been widely adopted in sensory processing and motor control.
Zhe Sage Chen +4 more
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Hybrid predictive coding: Inferring, fast and slow. [PDF]
PLoS Computational Biology, 2023 Predictive coding is an influential model of cortical neural activity. It proposes that perceptual beliefs are furnished by sequentially minimising "prediction errors"-the differences between predicted and observed data.
Alexander Tscshantz +3 more
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Predictive coding in neuropsychiatric disorders: a systematic transdiagnostic review. [PDF]
Neuroscience and Biobehavioral ReviewsThe predictive coding framework postulates that the human brain continuously generates predictions about the environment, maximizing successes and minimizing failures based on prior experiences and beliefs. This PRISMA-compliant systematic review aims to
Brendon Qela +28 more
semanticscholar +4 more sources
Predictive Coding and Binocular Rivalry
i-Perception, 2011 The notion of unconscious perceptual inference, particularly in the shape of predictive coding, promises to address many of the problems of visual perception that has long preoccupied philosophy.
Jakob Hohwy
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A Predictive Coding Framework for Understanding Major Depression
Frontiers in Human Neuroscience, 2022 Predictive coding models of brain processing propose that top-down cortical signals promote efficient neural signaling by carrying predictions about incoming sensory information.
Jessica R. Gilbert +2 more
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Energy optimization induces predictive-coding properties in a multi-compartment spiking neural network model. [PDF]
PLoS Comput BiolPredictive coding is a prominent theoretical framework for understanding hierarchical sensory processing in the brain, yet how it could be implemented in networks of cortical neurons is still unclear.
Zhang M, Chitic R, Bohté SM.
europepmc +2 more sources
Language experience shapes predictive coding of rhythmic sound sequences. [PDF]
ElifePerceptual systems heavily rely on prior knowledge and predictions to make sense of the environment. Predictions can originate from multiple sources of information, including contextual short-term priors, based on isolated temporal situations, and ...
Morucci P +4 more
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Learning probability distributions of sensory inputs with Monte Carlo predictive coding. [PDF]
PLoS Comput BiolIt has been suggested that the brain employs probabilistic generative models to optimally interpret sensory information. This hypothesis has been formalised in distinct frameworks, focusing on explaining separate phenomena.
Oliviers G, Bogacz R, Meulemans A.
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