Výsledky vyhledávání - "hierarchical predictive coding"
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Where is the error? Hierarchical predictive coding through dendritic error computation: (Trends in Neurosciences 46, 45–59; 2023)
ISSN: 0166-2236, 1878-108X, 1878-108XVydáno: England Elsevier Ltd 01.01.2025Vydáno v Trends in neurosciences (Regular ed.) (01.01.2025)Získat plný text
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Disruption of hierarchical predictive coding during sleep
ISSN: 1091-6490, 1091-6490Vydáno: United States 17.03.2015Vydáno v Proceedings of the National Academy of Sciences - PNAS (17.03.2015)“…When presented with an auditory sequence, the brain acts as a predictive-coding device that extracts regularities in the transition probabilities between…”
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Where is the error? Hierarchical predictive coding through dendritic error computation
ISSN: 0166-2236, 1878-108X, 1878-108XVydáno: England Elsevier Ltd 01.01.2023Vydáno v Trends in neurosciences (Regular ed.) (01.01.2023)“…Top-down feedback in cortex is critical for guiding sensory processing, which has prominently been formalized in the theory of hierarchical predictive coding (hPC…”
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Hierarchical Predictive Coding-Based JND Estimation for Image Compression
ISSN: 1057-7149, 1941-0042, 1941-0042Vydáno: United States IEEE 2021Vydáno v IEEE transactions on image processing (2021)“… In this paper, the HVS is modeled as a three-level communication system and visual perception is divided into three stages according to the hierarchical predictive coding theory…”
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Frontal cortex function as derived from hierarchical predictive coding
ISSN: 2045-2322, 2045-2322Vydáno: London Nature Publishing Group UK 01.03.2018Vydáno v Scientific reports (01.03.2018)“…The frontal lobes are essential for human volition and goal-directed behavior, yet their function remains unclear. While various models have highlighted…”
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Hierarchical predictive coding in distributed pain circuits
ISSN: 1662-5110, 1662-5110Vydáno: Switzerland Frontiers Research Foundation 03.03.2023Vydáno v Frontiers in neural circuits (03.03.2023)“…Predictive coding is a computational theory on describing how the brain perceives and acts, which has been widely adopted in sensory processing and motor…”
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The hierarchical predictive coding framework of post-traumatic stress disorder
ISSN: 0306-9877, 1532-2777Vydáno: Elsevier Ltd 01.07.2024Vydáno v Medical hypotheses (01.07.2024)“…•The hierarchical predictive coding framework synthesizes these lines of research into a novel theoretical model…”
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PrediRep: Modeling hierarchical predictive coding with an unsupervised deep learning network
ISSN: 0893-6080, 1879-2782, 1879-2782Vydáno: United States Elsevier Ltd 01.05.2025Vydáno v Neural networks (01.05.2025)“…Hierarchical predictive coding (hPC) provides a compelling framework for understanding how the cortex predicts future sensory inputs by minimizing prediction errors through an internal generative model of the external world…”
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Can hierarchical predictive coding explain binocular rivalry?
ISSN: 0951-5089, 1465-394XVydáno: Abingdon Routledge 03.04.2021Vydáno v Philosophical psychology (03.04.2021)“…Explanation of binocular rivalry is taken as a classic illustration of hierarchical predictive coding's explanatory power…”
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Perceptual information processing in table tennis players: based on top-down hierarchical predictive coding
ISSN: 1871-4080, 1871-4099Vydáno: Dordrecht Springer Netherlands 01.12.2024Vydáno v Cognitive neurodynamics (01.12.2024)“…Long-term training induces neural plasticity in the visual cognitive processing cortex of table tennis athletes, who perform cognitive processing in a…”
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A Hierarchical Predictive Coding Model of Object Recognition in Natural Images
ISSN: 1866-9956, 1866-9964Vydáno: New York Springer US 01.04.2017Vydáno v Cognitive computation (01.04.2017)“…Predictive coding has been proposed as a model of the hierarchical perceptual inference process performed in the cortex. However, results demonstrating that…”
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Deficits of hierarchical predictive coding in left spatial neglect
ISSN: 2632-1297, 2632-1297Vydáno: England Oxford University Press 01.01.2021Vydáno v Brain communications (01.01.2021)“…Abstract Right brain-damaged patients with unilateral spatial neglect fail to explore the left side of space. Recent EEG and clinical evidence suggests that…”
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Interactions of Medial and Lateral Prefrontal Cortex in Hierarchical Predictive Coding
ISSN: 1662-5188, 1662-5188Vydáno: Switzerland Frontiers Research Foundation 03.02.2021Vydáno v Frontiers in computational neuroscience (03.02.2021)“…Cognitive control and decision-making rely on the interplay of medial and lateral prefrontal cortex (mPFC/lPFC), particularly for circumstances in which…”
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Crossmodal hierarchical predictive coding for audiovisual sequences in the human brain
ISSN: 2399-3642, 2399-3642Vydáno: London Nature Publishing Group UK 09.08.2024Vydáno v Communications biology (09.08.2024)“…Predictive coding theory suggests the brain anticipates sensory information using prior knowledge. While this theory has been extensively researched within…”
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Crossmodal hierarchical predictive coding for audiovisual sequences in the human brain
ISSN: 2399-3642Vydáno: Springer Science and Business Media LLC 20.11.2023Vydáno v Communications Biology (20.11.2023)Získat plný text
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Lightning Talk: Trinity - Assured Neuro-symbolic Model Inspired by Hierarchical Predictive Coding
Vydáno: IEEE 09.07.2023Vydáno v 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)“…This paper describes the core concepts and challenges in developing Trinity - a high-assurance neuro-symbolic approach to trustworthy and resilient machine…”
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Konferenční příspěvek -
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Large-scale interactions in predictive processing: oscillatory versus transient dynamics
ISSN: 1364-6613, 1879-307X, 1879-307XVydáno: England Elsevier Ltd 01.02.2025Vydáno v Trends in cognitive sciences (01.02.2025)“… processing.Oscillations emerge for sensory inputs with high spatiotemporal predictability, which fits better with dendritic rather than classic hierarchical predictive coding…”
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A generative framework for the study of delusions
ISSN: 0920-9964, 1573-2509, 1573-2509Vydáno: Netherlands Elsevier B.V 01.07.2022Vydáno v Schizophrenia research (01.07.2022)“…Despite the ubiquity of delusional information processing in psychopathology and everyday life, formal characterizations of such inferences are lacking. In…”
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Hierarchical predictive coding in frontotemporal networks with pacemaker expectancies: evidence from dynamic causal modelling of Magnetoencephalography (MEG)
ISSN: 1662-5161, 1662-5161Vydáno: 2015Vydáno v Frontiers in human neuroscience (2015)“…Abstract only…”
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Silent Expectations: Dynamic Causal Modeling of Cortical Prediction and Attention to Sounds That Weren't
ISSN: 1529-2401Vydáno: United States 10.08.2016Vydáno v The Journal of neuroscience (10.08.2016)“…There is increasing evidence that human perception is realized by a hierarchy of neural processes in which predictions sent backward from higher levels result…”
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