Cognitive Science: Integrative Synchronization Mechanisms in Cognitive Neuroarchitectures of Modern Connectionism - Brossura

Maurer, Harald

Brossura

ISBN 10: 0367638916 ISBN 13: 9780367638917

Casa editrice: CRC Press, 2022

Riassunto

The Mind and Brain are usually considered as one and the same nonlinear, complex dynamical system, in which information processing can be described with vector and tensor transformations and with attractors in multidimensional state spaces. Thus, an internal neurocognitive representation concept consists of a dynamical process which filters out statistical prototypes from the sensorial information in terms of coherent and adaptive n-dimensional vector fields. These prototypes serve as a basis for dynamic, probabilistic predictions or probabilistic hypotheses on prospective new data (see the recently introduced approach of "predictive coding" in neurophilosophy). Furthermore, the phenomenon of sensory and language cognition would thus be based on a multitude of self-regulatory complex dynamics of synchronous self-organization mechanisms, in other words, an emergent "flux equilibrium process" ("steady state") of the total collective and coherent neural activity resulting from the oscillatory actions of neuronal assemblies. In perception it is shown how sensory object informations, like the object color or the object form, can be dynamically related together or can be integrated to a neurally based representation of this perceptual object by means of a synchronization mechanism ("feature binding"). In language processing it is shown how semantic concepts and syntactic roles can be dynamically related together or can be integrated to neurally based systematic and compositional connectionist representations by means of a synchronization mechanism ("variable binding") solving the Fodor-Pylyshyn-Challenge. Since the systemtheoretical connectionism has succeeded in modeling the sensory objects in perception as well as systematic and compositional representations in language processing with this vector- and oscillation-based representation format, a new, convincing theory of neurocognition has been developed, which bridges the neuronal and the cognitive analysis level.

The book describes how elementary neuronal information is combined in perception and language, so it becomes clear how the brain processes this information to enable basic cognitive performance of the humans.

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Informazioni sull'autore

Harald Maurer is a post-doctoral researcher at the Wilhelm-Schickard-Institute for Computer Science, in the Department of Mathematical Logic and Theory of Language (University of Tübingen). He is published in journals such as "Computational Cognitive Science" and "Journal for General Philosophy of Science," is a lecturer at the Universities of Tübingen, Heidelberg and Magdeburg since 2012. He has presented his research at the universities of Tübingen, Berlin, Magdeburg, Leipzig, Bochum, Stuttgart and at the Max-Planck-Institute for Brain Research in Frankfurt/Main.

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The book describes how elementary neuronal information is combined in perception and language, so it becomes clear how the brain processes this information to enable basic cognitive performance of the humans.

Dettagli dell'edizione

• Editore: CRC Press
• Data di pubblicazione: 2022
• Lingua: Inglese
• ISBN 10: 0367638916
• ISBN 13: 9780367638917
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 382
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania