Fundamentals of Organic Neuromorphic Systems

Erokhin, Victor

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 overviewof 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.

Details

Published by: Springer

Publication Date: 2022-08-28

Format: Paperback

ISBN-13: 9783030794941

DOI: 10.1007/978-3-030-79492-7

Dimensions: 235cm x155cm

Pages: 259