Results 21 to 30 of about 1,807,448 (241)
Reconciling predictive coding and biased competition models of cortical function [PDF]
, 2008 A simple variation of the standard biased competition model is shown, via some trivial mathematical manipulations, to be identical to predictive coding. Specifically, it is shown that a particular implementation of the biased competition model, in which ...
Spratling, Michael +3 more
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Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection [PDF]
, 2007 Novelty detection is a machine learning technique which identifies new or unknown information in data sets. We present three evolutionary algorithms, a simple genetic algorithm, NEAT and FS-NEAT, for the the task of optimising the structure of an ...
Haggett, Simon J. +3 more
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Efficient coding of the prediction residual [PDF]
ICASSP '81. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005 This paper presents an efficient method of coding the prediction residual using the technique of sub- band coding designed at the bit rate of 9600 bits/second. The energy of the prediction residual is used to distribute the bit allocation by subbands such that the perceptual criteria is enhanced by transitional information within the phoneme ...
Burge, L., Yarlagadda, R.
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Predictive Coding or Evidence Accumulation? False Inference and Neuronal Fluctuations [PDF]
, 2010 Perceptual decisions can be made when sensory input affords an inference about what generated that input. Here, we report findings from two independent perceptual experiments conducted during functional magnetic resonance imaging (fMRI) with a sparse ...
Andreas Kleinschmidt +11 more
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Predictive Coding Versus Backpropagation Code
, 2022 Python code to produce all figures from "On the Relationship Between Predictive Coding and ...
Robert Rosenbaum (4891870)
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Code Analysis for Temporal Predictability [PDF]
Real-Time Systems, 2006 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jan Gustafsson +3 more
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Predictive Coding Theories of Cortical Function [PDF]
, 2023 Predictive coding is a unifying framework for understanding perception, action and neocortical organization. In predictive coding, different areas of the neocortex implement a hierarchical generative model of the world that is learned from sensory inputs.
Rao, Rajesh P. N. +1 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.
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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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Predictive coding and representationalism [PDF]
Synthese, 2015 According to the predictive coding theory of cognition (PCT), brains are predictive machines that use perception and action to minimize prediction error, i.e. the discrepancy between bottom–up, externally-generated sensory signals and top–down, internally-generated sensory predictions. Many consider PCT to have an explanatory scope that is unparalleled
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