Results 11 to 20 of about 462,324 (262)
Predictive coding networks for temporal prediction. [PDF]
PLoS Computational Biology, 2023 One of the key problems the brain faces is inferring the state of the world from a sequence of dynamically changing stimuli, and it is not yet clear how the sensory system achieves this task.
Beren Millidge +4 more
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Nature CommunicationsCurrent machine learning systems consume vastly more energy than biological brains. Neuromorphic systems aim to overcome this difference by mimicking the brain’s information coding via discrete voltage spikes.
Antony W. N’dri +3 more
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An interoceptive predictive coding model of conscious presence [PDF]
Frontiers in Psychology, 2012 We describe a theoretical model of the neurocognitive mechanisms underlying conscious presence. The model is based on interoceptive prediction error and is informed by predictive models of agency, general models of hierarchical predictive coding and ...
Anil K. Seth +5 more
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Relating sparse and predictive coding to divisive normalization. [PDF]
PLoS Computational BiologySparse coding, predictive coding and divisive normalization have each been found to be principles that underlie the function of neural circuits in many parts of the brain, supported by substantial experimental evidence.
Yanbo Lian, Anthony N Burkitt
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Computational components of visual predictive coding circuitry [PDF]
Frontiers in Neural Circuits, 2023 If a full visual percept can be said to be a ‘hypothesis’, so too can a neural ‘prediction’ – although the latter addresses one particular component of image content (such as 3-dimensional organisation, the interplay between lighting and surface colour ...
Stewart Shipp
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Predictive coding and attention in developmental cognitive neuroscience and perspectives for neurodevelopmental disorders [PDF]
Developmental Cognitive NeuroscienceSensory prediction and repetition suppression are closely related cognitive mechanisms that allow the brain to form predictions about the environment, and guide perception in synergy with attention.
Anne-Lise Marais, Nadege Roche-Labarbe
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Neural Elements for Predictive Coding [PDF]
Frontiers in Psychology, 2016 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 consistent with any given percept. Predictions are fed backwards in
Stewart SHIPP, Stewart SHIPP
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Energy optimization induces predictive-coding properties in a multi-compartment spiking neural network model. [PDF]
PLoS Computational BiologyPredictive 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.
Mingfang Zhang +2 more
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Complementing predictive coding [PDF]
Frontiers in Psychology, 2012 A commentary on Whatever next? Predictive brains, situated agents, and the future of cognitive science by Clark, A. (in press). Behav. Brain Sci. Clark (in press) discusses virtues of the neurocomputational perspective of predictive coding1, as well as evidential, conceptual, and methodological limits.
Will eNewsome
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Correction: On the relationship between predictive coding and backpropagation. [PDF]
PLoS ONE[This corrects the article DOI: 10.1371/journal.pone.0266102.].
Robert Rosenbaum
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