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Complementing predictive coding
Published 2012-12-01Subjects: “…predictive coding…”
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Predictive Coding and Binocular Rivalry
Published 2011-05-01“…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. …”
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Neural Elements for Predictive Coding
Published 2016-11-01Subjects: “…predictive coding…”
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Continual Sequence Modeling With Predictive Coding
Published 2022-05-01Subjects: “…predictive coding…”
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Predictive coding networks for temporal prediction.
Published 2024-04-01“…A well-established computational framework for describing perceptual processes in the brain is provided by the theory of predictive coding. Although the original proposals of predictive coding have discussed temporal prediction, later work developing this theory mostly focused on static stimuli, and key questions on neural implementation and computational properties of temporal predictive coding networks remain open. …”
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Predictive Coding Strategies for Developmental Neurorobotics
Published 2012-05-01Subjects: Get full text
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Contextual and Predictive Coding in V1
Published 2011-05-01“…In summary, we have found brain imaging evidence consistent with the hypothesis of predictive coding in early visual areas.…”
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Linear Predictive Coding for Speech Compression
Published 2014-04-01“…The objective of this project is the development of a LPC (Linear Predictive Coding) based voice coder. Attributes for speech like pitch, voiced and unvoiced decision and silence were extracted and speech was modeled using LDR (Levinson Durbin Recursion) and SDA (Steepest Descent Algorithm). …”
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On the relationship between predictive coding and backpropagation.
Published 2022-01-01“…Implications of these results for the interpretation of predictive coding and deep neural networks as models of biological learning are discussed along with a repository of functions, Torch2PC, for performing predictive coding with PyTorch neural network models.…”
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Associative memories via predictive coding
Published 2021“…It is trained using predictive coding, an error-based learning algorithm inspired by information processing in the cortex. …”
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Predictive coding networks for temporal prediction
Published 2024“…A well-established computational framework for describing perceptual processes in the brain is provided by the theory of predictive coding. Although the original proposals of predictive coding have discussed temporal prediction, later work developing this theory mostly focused on static stimuli, and key questions on neural implementation and computational properties of temporal predictive coding networks remain open. …”
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Learning and memorization via predictive coding
Published 2022“…In this thesis, I aim at filling this gap by exploring three interesting properties of predictive coding: First, there exists a variation of predictive coding that is equivalent to backpropagation in supervised learning, second, predictive coding is able to perform powerful associative memories, and third, it is able to train neural networks with graphs of any topology. …”
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In-flight Ice Accretion Prediction Code
Published 2010-12-01“…The paper deals with thedevelopment of the computational wing airfoil ice accretion prediction code Ice. Presented codeversions enable computational rime ice and glaze ice accretion prediction on single and multi-elementairfoils in acceptable time of solution. …”
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Predictive codes of interoception, emotion and the self
Published 2014-03-01Subjects: Get full text
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Imprecise Predictive Coding Is at the Core of Classical Schizophrenia
Published 2022-03-01Subjects: Get full text
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Hybrid predictive coding: Inferring, fast and slow.
Published 2023-08-01“…Predictive coding is an influential model of cortical neural activity. …”
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Hierarchical predictive coding in distributed pain circuits
Published 2023-03-01Subjects: “…hierarchical predictive coding…”
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Learning Sentence-Level Representations with Predictive Coding
Published 2023-01-01Subjects: Get full text
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