Výsledky vyhledávání - "Predictive coding"

Large-scale interactions in predictive processing: oscillatory versus transient dynamics Autor Vinck, Martin, Uran, Cem, Dowdall, Jarrod R., Rummell, Brian, Canales-Johnson, Andres

“…We contrast the roles of two main types of neural dynamics, namely transients and oscillations, in predictive processing and sensory inference.We propose that…”
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World models and predictive coding for cognitive and developmental robotics: frontiers and challenges Autor Taniguchi, Tadahiro, Murata, Shingo, Suzuki, Masahiro, Ognibene, Dimitri, Lanillos, Pablo, Ugur, Emre, Jamone, Lorenzo, Nakamura, Tomoaki, Ciria, Alejandra, Lara, Bruno, Pezzulo, Giovanni

“…Creating autonomous robots that can actively explore the environment, acquire knowledge and learn skills continuously is the ultimate achievement envisioned in…”
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Apathy as a failure of active inference Autor Williams, Rebecca S., Rowe, James B.

“…Apathy is common in neurological disorders, including dementias and conditions characterised by frontostriatal damage, where apathy is associated with faster…”
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Functional neurological disorders: the common ground of early development, neuroscience and psychoanalysis. Reply to Solms Autor Ouss, Lisa

“…This paper discusses Mark Solms' article "Function in Functional Neurological Disorders: The Common Ground of Neuroscience and Psychoanalysis," on the…”
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The theory of constructed emotion: an active inference account of interoception and categorization Autor Barrett, Lisa Feldman

“…The science of emotion has been using folk psychology categories derived from philosophy to search for the brain basis of emotion. The last two decades of…”
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Symptoms and the body: Taking the inferential leap Autor Van den Bergh, Omer, Witthöft, Michael, Petersen, Sibylle, Brown, Richard J.

“…•The experience of physical symptoms is related to physiological dysfunction in a highly variable way.•Using a predictive coding framework we propose a new…”
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The Predictive Coding Account of Psychosis Autor Sterzer, Philipp, Adams, Rick A., Fletcher, Paul, Frith, Chris, Lawrie, Stephen M., Muckli, Lars, Petrovic, Predrag, Uhlhaas, Peter, Voss, Martin, Corlett, Philip R.

“…Fueled by developments in computational neuroscience, there has been increasing interest in the underlying neurocomputational mechanisms of psychosis. One…”
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How Do Expectations Shape Perception? Autor de Lange, Floris P., Heilbron, Micha, Kok, Peter

“…Perception and perceptual decision-making are strongly facilitated by prior knowledge about the probabilistic structure of the world. While the computational…”
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Theories of Error Back-Propagation in the Brain Autor Whittington, James C.R., Bogacz, Rafal

“…This review article summarises recently proposed theories on how neural circuits in the brain could approximate the error back-propagation algorithm used by…”
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What the Metaverse Is (Really) and Why We Need to Know About It Autor Riva, Giuseppe, Wiederhold, Brenda K

“…Major technology companies are investing significant sums of money in the creation of the metaverse whose main feature will be the fusion between the virtual…”
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Continual learning with a predictive coding based classifier Autor Qiu, Senhui, Bhattacharyya, Saugat, Coyle, Damien, Dora, Shirin

“…Continual Learning (CL) is the problem of learning multiple tasks sequentially. Several effective CL algorithms using Deep Neural Networks (DNNs) have been…”
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Hallucinations and Strong Priors Autor Corlett, Philip R., Horga, Guillermo, Fletcher, Paul C., Alderson-Day, Ben, Schmack, Katharina, Powers, Albert R.

“…Hallucinations, perceptions in the absence of objectively identifiable stimuli, illustrate the constructive nature of perception. Here, we highlight the role…”
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Evaluating the neurophysiological evidence for predictive processing as a model of perception Autor Walsh, Kevin S., McGovern, David P., Clark, Andy, O'Connell, Redmond G.

“…For many years, the dominant theoretical framework guiding research into the neural origins of perceptual experience has been provided by hierarchical…”
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Making Sense of Mismatch Negativity Autor Fitzgerald, Kaitlin, Todd, Juanita

“…Evoked potentials provide valuable insight into brain processes that are integral to our ability to interact effectively and efficiently in the world. The…”
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Using expectation violation models to improve the outcome of psychological treatments Autor Rief, Winfried, Sperl, Matthias F.J., Braun-Koch, Kristina, Khosrowtaj, Zahra, Kirchner, Lukas, Schäfer, Leonora, Schwarting, Rainer K.W., Teige-Mocigemba, Sarah, Panitz, Christian

“…Expectations are a central maintaining mechanism in mental disorders and most psychological treatments aim to directly or indirectly modify clinically relevant…”
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fMRI reveals language-specific predictive coding during naturalistic sentence comprehension Autor Shain, Cory, Blank, Idan Asher, van Schijndel, Marten, Schuler, William, Fedorenko, Evelina

“…Much research in cognitive neuroscience supports prediction as a canonical computation of cognition across domains. Is such predictive coding implemented by…”
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Uncertainty and Surprise Jointly Predict Musical Pleasure and Amygdala, Hippocampus, and Auditory Cortex Activity Autor Cheung, Vincent K M, Harrison, Peter M C, Meyer, Lars, Pearce, Marcus T, Haynes, John-Dylan, Koelsch, Stefan

“…Listening to music often evokes intense emotions [1, 2]. Recent research suggests that musical pleasure comes from positive reward prediction errors, which…”
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Computational Models of Interoception and Body Regulation Autor Petzschner, Frederike H., Garfinkel, Sarah N., Paulus, Martin P., Koch, Christof, Khalsa, Sahib S.

“…To survive, organisms must effectively respond to the challenge of maintaining their physiological integrity in the face of an ever-changing environment…”
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The Power of Predictions: An Emerging Paradigm for Psychological Research Autor Hutchinson, J. Benjamin, Barrett, Lisa Feldman

“…In the last two decades, neuroscience studies have suggested that various psychological phenomena are produced by predictive processes in the brain. When…”
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Great Expectations: Is there Evidence for Predictive Coding in Auditory Cortex? Autor Heilbron, Micha, Chait, Maria

“…•Predictive coding (PC) aims to offer a unified theory of cortical function.•We evaluate five assumptions of PC in the context of auditory pattern processing…”
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