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Fundamentals of Organic Neuromorphic Systems / / by Victor Erokhin



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Autore: Erokhin Victor Visualizza persona
Titolo: Fundamentals of Organic Neuromorphic Systems / / by Victor Erokhin Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Edizione: 1st ed. 2022.
Descrizione fisica: 1 online resource (270 pages)
Disciplina: 621.38154
Soggetto topico: Electronic circuits
Biomedical engineering
Electronic Circuits and Systems
Biomedical Engineering and Bioengineering
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: Chapter 1 Memristive devices and circuits -- Chapter 2: Organic memristive device -- Chapter 3: Oscillators based on organic memristive devices -- Chapter 4: Models -- Chapter 5: Logic elements and neuron networks -- Chapter 6: Neuromorphic systems -- Chapter 7: 3D systems with stochastic architecture.
Sommario/riassunto: This book describes the essential requirements for the realization of neuromorphic systems, where memristive devices play a key role. A comprehensive description to organic memristive devices, including working principles and models of the function, preparation methods, properties and different applications is presented. A comparative analysis of organic and inorganic systems is given. The author discusses all aspects of current research in organic memristive devices: fabrication techniques, properties, synapse mimicking circuits, and neuromorphic systems (including perceptrons), etc. Describes requirements of electronic circuits and systems to be considered as neuromorphic systems; Provides a single-source reference to the state-of-the-art in memristive devices as key elements of neuromorphic systems; Provides a comparative analysis of advantages and drawbacks between organic and inorganic devices and systems; Includes a systematic overview of organic memristive devices, including fabrication methods, properties, synapse mimicking circuits, and neuromorphic systems; Discusses a variety of unconventional applications, based on bio-inspired circuits and neuromorphic systems.
Titolo autorizzato: Fundamentals of Organic Neuromorphic Systems  Visualizza cluster
ISBN: 3-030-79492-X
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910523890903321
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Serie: Engineering Series