Advances In Neuromorphic Memristor Science And Applications

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Advances in Neuromorphic Memristor Science and Applications

Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza
Advances in Neuromorphic Memristor Science and Applications Book PDF

Author : Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza
Publisher : Springer Science & Business Media
Page : 320 pages
File Size : 47,5 Mb
Release : 2012-06-28
Category : Medical
ISBN : 9789400744912

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Advances in Neuromorphic Memristor Science and Applications by Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza Pdf

Physical implementation of the memristor at industrial scale sparked the interest from various disciplines, ranging from physics, nanotechnology, electrical engineering, neuroscience, to intelligent robotics. As any promising new technology, it has raised hopes and questions; it is an extremely challenging task to live up to the high expectations and to devise revolutionary and feasible future applications for memristive devices. The possibility of gathering prominent scientists in the heart of the Silicon Valley given by the 2011 International Joint Conference on Neural Networks held in San Jose, CA, has offered us the unique opportunity of organizing a series of special events on the present status and future perspectives in neuromorphic memristor science. This book presents a selection of the remarkable contributions given by the leaders of the field and it may serve as inspiration and future reference to all researchers that want to explore the extraordinary possibilities given by this revolutionary concept.

Advances in Neuromorphic Memristor Science and Applications

Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza
Advances in Neuromorphic Memristor Science and Applications Book PDF

Author : Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza
Publisher : Springer
Page : 320 pages
File Size : 51,6 Mb
Release : 2012-06-28
Category : Medical
ISBN : 9400744927

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Advances in Neuromorphic Memristor Science and Applications by Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza Pdf

Physical implementation of the memristor at industrial scale sparked the interest from various disciplines, ranging from physics, nanotechnology, electrical engineering, neuroscience, to intelligent robotics. As any promising new technology, it has raised hopes and questions; it is an extremely challenging task to live up to the high expectations and to devise revolutionary and feasible future applications for memristive devices. The possibility of gathering prominent scientists in the heart of the Silicon Valley given by the 2011 International Joint Conference on Neural Networks held in San Jose, CA, has offered us the unique opportunity of organizing a series of special events on the present status and future perspectives in neuromorphic memristor science. This book presents a selection of the remarkable contributions given by the leaders of the field and it may serve as inspiration and future reference to all researchers that want to explore the extraordinary possibilities given by this revolutionary concept.

Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

Christos Volos,Viet-Thanh Pham
Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications Book PDF

Author : Christos Volos,Viet-Thanh Pham
Publisher : Academic Press
Page : 570 pages
File Size : 55,8 Mb
Release : 2021-06-17
Category : Technology & Engineering
ISBN : 9780128232026

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Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications by Christos Volos,Viet-Thanh Pham Pdf

Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications illustrates recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and in neuromorphic circuits and artificial intelligence. The book is mainly devoted to recent results, critical aspects and perspectives of ongoing research on relevant topics, all involving networks of mem-elements devices in diverse applications. Sections contribute to the discussion of memristive materials and transport mechanisms, presenting various types of physical structures that can be fabricated to realize mem-elements in integrated circuits and device modeling. As the last decade has seen an increasing interest in recent advances in mem-elements and their applications in neuromorphic circuits and artificial intelligence, this book will attract researchers in various fields. Covers a broad range of interdisciplinary topics between mathematics, circuits, realizations, and practical applications related to nonlinear dynamical systems, nanotechnology, analog and digital systems, computer science and artificial intelligence Presents recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) Includes interesting applications of mem-elements in nonlinear dynamical systems, analog and digital systems, neuromorphic circuits, computer science and artificial intelligence

Network Science and Cybersecurity

Robinson E. Pino
Network Science and Cybersecurity Book PDF

Author : Robinson E. Pino
Publisher : Springer Science & Business Media
Page : 283 pages
File Size : 51,7 Mb
Release : 2013-06-14
Category : Computers
ISBN : 9781461475972

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Network Science and Cybersecurity by Robinson E. Pino Pdf

Network Science and Cybersecurity introduces new research and development efforts for cybersecurity solutions and applications taking place within various U.S. Government Departments of Defense, industry and academic laboratories. This book examines new algorithms and tools, technology platforms and reconfigurable technologies for cybersecurity systems. Anomaly-based intrusion detection systems (IDS) are explored as a key component of any general network intrusion detection service, complementing signature-based IDS components by attempting to identify novel attacks. These attacks may not yet be known or have well-developed signatures. Methods are also suggested to simplify the construction of metrics in such a manner that they retain their ability to effectively cluster data, while simultaneously easing human interpretation of outliers. This is a professional book for practitioners or government employees working in cybersecurity, and can also be used as a reference. Advanced-level students in computer science or electrical engineering studying security will also find this book useful .

Advances in Memristors, Memristive Devices and Systems

Sundarapandian Vaidyanathan,Christos Volos
Advances in Memristors Memristive Devices and Systems Book PDF

Author : Sundarapandian Vaidyanathan,Christos Volos
Publisher : Springer
Page : 511 pages
File Size : 41,9 Mb
Release : 2017-02-15
Category : Technology & Engineering
ISBN : 9783319517247

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Advances in Memristors, Memristive Devices and Systems by Sundarapandian Vaidyanathan,Christos Volos Pdf

This book reports on the latest advances in and applications of memristors, memristive devices and systems. It gathers 20 contributed chapters by subject experts, including pioneers in the field such as Leon Chua (UC Berkeley, USA) and R.S. Williams (HP Labs, USA), who are specialized in the various topics addressed in this book, and covers broad areas of memristors and memristive devices such as: memristor emulators, oscillators, chaotic and hyperchaotic memristive systems, control of memristive systems, memristor-based min-max circuits, canonic memristors, memristive-based neuromorphic applications, implementation of memristor-based chaotic oscillators, inverse memristors, linear memristor devices, delayed memristive systems, flux-controlled memristive emulators, etc. Throughout the book, special emphasis is given to papers offering practical solutions and design, modeling, and implementation insights to address current research problems in memristors, memristive devices and systems. As such, it offers a valuable reference book on memristors and memristive devices for graduate students and researchers with a basic knowledge of electrical and control systems engineering.

Memristors

Alex James
Memristors Book PDF

Author : Alex James
Publisher : BoD – Books on Demand
Page : 133 pages
File Size : 40,6 Mb
Release : 2020-05-27
Category : Technology & Engineering
ISBN : 9781789840735

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Memristors by Alex James Pdf

This Edited Volume Memristors - Circuits and Applications of Memristor Devices is a collection of reviewed and relevant research chapters, offering a comprehensive overview of recent developments in the field of Engineering. The book comprises single chapters authored by various researchers and edited by an expert active in the physical sciences, engineering, and technology research areas. All chapters are complete in itself but united under a common research study topic. This publication aims at providing a thorough overview of the latest research efforts by international authors on physical sciences, engineering, and technology,and open new possible research paths for further novel developments.

Memristor Computing Systems

Leon O. Chua,Ronald Tetzlaff,Angela Slavova
Memristor Computing Systems Book PDF

Author : Leon O. Chua,Ronald Tetzlaff,Angela Slavova
Publisher : Springer Nature
Page : 307 pages
File Size : 48,8 Mb
Release : 2022-06-23
Category : Technology & Engineering
ISBN : 9783030905828

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Memristor Computing Systems by Leon O. Chua,Ronald Tetzlaff,Angela Slavova Pdf

This contributed volume offers practical solutions and design-, modeling-, and implementation-related insights that address current research problems in memristors, memristive devices, and memristor computing. The book studies and addresses related challenges in and proposes solutions for the future of memristor computing. State-of-the-art research on memristor modeling, memristive interconnections, memory circuit architectures, software simulation tools, and applications of memristors in computing are presented. Utilising contributions from numerous experts in the field, written in clear language and illustrated throughout, this book is a comprehensive reference work. Memristor Computing Systems explains memristors and memristive devices in an accessible way for graduate students and researchers with a basic knowledge of electrical and control systems engineering, as well as prompting further research for more experienced academics.

Neuromorphic Circuits for Nanoscale Devices

Pinaki Mazumder,Yalcin Yilmaz,Idongesit Ebong
Neuromorphic Circuits for Nanoscale Devices Book PDF

Author : Pinaki Mazumder,Yalcin Yilmaz,Idongesit Ebong
Publisher : CRC Press
Page : 407 pages
File Size : 46,6 Mb
Release : 2022-09-01
Category : Technology & Engineering
ISBN : 9781000795790

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Neuromorphic Circuits for Nanoscale Devices by Pinaki Mazumder,Yalcin Yilmaz,Idongesit Ebong Pdf

Nanoscale devices attracted significant research effort from the industry and academia due to their operation principals being based on different physical properties which provide advantages in the design of certain classes of circuits over conventional CMOS transistors. Neuromorphic Circuits for Nanoscale Devices contains recent research papers presented in various international conferences and journals to provide insight into how the operational principles of the nanoscale devices can be utilized for the design of neuromorphic circuits for various applications of non-volatile memory, neural network training/learning, and image processing. The topics discussed in the book include:Nanoscale Crossbar Memory DesignQ-Learning and Value Iteration using Nanoscale DevicesImage Processing and Computer Vision Applications for Nanoscale DevicesNanoscale Devices based Cellular Nonlinear/Neural Networks

Memristor Emulator Circuits

Abdullah G. Alharbi,Masud H. Chowdhury
Memristor Emulator Circuits Book PDF

Author : Abdullah G. Alharbi,Masud H. Chowdhury
Publisher : Springer Nature
Page : 103 pages
File Size : 41,7 Mb
Release : 2020-09-01
Category : Technology & Engineering
ISBN : 9783030518820

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Memristor Emulator Circuits by Abdullah G. Alharbi,Masud H. Chowdhury Pdf

This book provides a comprehensive study of the research outcomes on memristor emulator circuits and includes various analog applications as examples. The authors describe in detail how to design different types of memristor emulators, using active and passive components for different applications. Most of the emulator circuits presented in this book are new and are the outcomes of the authors’ recent research. Coverage also includes the latest technological advances in memristor and memristor emulators. Readers will benefit from an understanding of the fundamental concepts and potential applications related to memristors, since these emulator circuits can be built in the laboratory using inexpensive, off-the-shelf circuit components. Introduces readers to memristor emulator circuit design, using regular off-the-shelf circuit components; Describes analog applications of memristors that can be verified by the proposed emulator circuits; Includes a brief overview of the updated mathematical models of the memristor device, with different material implementations; Equips readers to understand the three fingerprints of memristors, which make them unique, compared to the three known, passive elements (resistor, inductor and capacitor).

Memristor Networks

Andrew Adamatzky,Leon Chua
Memristor Networks Book PDF

Author : Andrew Adamatzky,Leon Chua
Publisher : Springer Science & Business Media
Page : 720 pages
File Size : 55,9 Mb
Release : 2013-12-18
Category : Computers
ISBN : 9783319026305

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Memristor Networks by Andrew Adamatzky,Leon Chua Pdf

Using memristors one can achieve circuit functionalities that are not possible to establish with resistors, capacitors and inductors, therefore the memristor is of great pragmatic usefulness. Potential unique applications of memristors are in spintronic devices, ultra-dense information storage, neuromorphic circuits and programmable electronics. Memristor Networks focuses on the design, fabrication, modelling of and implementation of computation in spatially extended discrete media with many memristors. Top experts in computer science, mathematics, electronics, physics and computer engineering present foundations of the memristor theory and applications, demonstrate how to design neuromorphic network architectures based on memristor assembles, analyse varieties of the dynamic behaviour of memristive networks and show how to realise computing devices from memristors. All aspects of memristor networks are presented in detail, in a fully accessible style. An indispensable source of information and an inspiring reference text, Memristor Networks is an invaluable resource for future generations of computer scientists, mathematicians, physicists and engineers.

Chaos, CNN, Memristors and Beyond

Andrew Adamatzky
Chaos CNN Memristors and Beyond Book PDF

Author : Andrew Adamatzky
Publisher : World Scientific
Page : 562 pages
File Size : 53,6 Mb
Release : 2013
Category : Computers
ISBN : 9789814434805

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Chaos, CNN, Memristors and Beyond by Andrew Adamatzky Pdf

This invaluable book is a unique collection of tributes to outstanding discoveries pioneered by Leon Chua in nonlinear circuits, cellular neural networks, and chaos. It is comprised of three parts. The first OCo cellular nonlinear networks, nonlinear circuits and cellular automata OCo deals with Chua''s Lagrangian circuits, cellular wave computers, bio-inspired robotics and neuro-morphic architectures, toroidal chaos, synaptic cellular automata, history of Chua''s circuits, cardiac arrhythmias, local activity principle, symmetry breaking and complexity, bifurcation trees, and Chua''s views on nonlinear dynamics of cellular automata. Dynamical systems and chaos is the scope of the second part of the book, where we find genius accounts on theory and application of Julia set, stability of dynamical networks, chaotic neural networks and neocortical dynamics, dynamics of piecewise linear systems, chaotic mathematical circuitry, synchronization of oscillators, models of catastrophic events, control of chaotic systems, symbolic dynamics, and solitons. First hand accounts on the discovery of memristors in HP Labs, historical excursions into OCyancient memristorsOCO, analytical analysis of memristors, and hardware memristor emulators are presented in the third and final part of the book.The book is quintessence of ideas on future and emergent hardware, analytic theories of complex dynamical systems and interdisciplinary physics. It is a true Renaissance volume where bright ideas of electronics, mathematics and physics enlighten facets of modern science.The unique DVD covers the artistic aspects of chaos, such as several stunningly melodious musical compositions using chaotic atttractors, a virtual gallery of hundreds of colorful attractors, and even a cartoon-like play on the genesis of Chua''s circuit that was based on a widely acclaimed performance in Rome and other venues in Italy. In short, it is a veritable kaleiscope of never-before-published historical, pedagogical, and futuristic technical visions on three timely topics of intense interest for both lay readers and experts alike."

On the Mathematical Modeling of Memristor, Memcapacitor, and Meminductor

Ahmed G. Radwan,Mohammed E. Fouda
On the Mathematical Modeling of Memristor Memcapacitor and Meminductor Book PDF

Author : Ahmed G. Radwan,Mohammed E. Fouda
Publisher : Springer
Page : 231 pages
File Size : 50,9 Mb
Release : 2015-05-09
Category : Technology & Engineering
ISBN : 9783319174914

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On the Mathematical Modeling of Memristor, Memcapacitor, and Meminductor by Ahmed G. Radwan,Mohammed E. Fouda Pdf

This book introduces the basic fundamentals, models, emulators and analyses of mem-elements in the circuit theory with applications. The book starts reviewing the literature on mem-elements, models and their recent applications. It presents mathematical models, numerical results, circuit simulations, and experimental results for double-loop hysteresis behavior of mem-elements. The authors introduce a generalized memristor model in the fractional-order domain under different input and different designs for emulator-based mem-elements, with circuit and experimental results. The basic concept of memristive-based relaxation-oscillators in the circuit theory is also covered. The reader will moreover find in this book information on memristor-based multi-level digital circuits, memristor-based multi-level multiplier and memcapacitor-based oscillators and synaptic circuits.

Memristor and Memristive Neural Networks

Alex James
Memristor and Memristive Neural Networks Book PDF

Author : Alex James
Publisher : BoD – Books on Demand
Page : 326 pages
File Size : 52,5 Mb
Release : 2018-04-04
Category : Computers
ISBN : 9789535139478

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Memristor and Memristive Neural Networks by Alex James Pdf

This book covers a range of models, circuits and systems built with memristor devices and networks in applications to neural networks. It is divided into three parts: (1) Devices, (2) Models and (3) Applications. The resistive switching property is an important aspect of the memristors, and there are several designs of this discussed in this book, such as in metal oxide/organic semiconductor nonvolatile memories, nanoscale switching and degradation of resistive random access memory and graphene oxide-based memristor. The modelling of the memristors is required to ensure that the devices can be put to use and improve emerging application. In this book, various memristor models are discussed, from a mathematical framework to implementations in SPICE and verilog, that will be useful for the practitioners and researchers to get a grounding on the topic. The applications of the memristor models in various neuromorphic networks are discussed covering various neural network models, implementations in A/D converter and hierarchical temporal memories.

Memristors and Memristive Systems

Ronald Tetzlaff
Memristors and Memristive Systems Book PDF

Author : Ronald Tetzlaff
Publisher : Springer Science & Business Media
Page : 409 pages
File Size : 53,8 Mb
Release : 2013-12-11
Category : Technology & Engineering
ISBN : 9781461490685

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Memristors and Memristive Systems by Ronald Tetzlaff Pdf

This book provides a comprehensive overview of current research on memristors, memcapacitors and, meminductors. In addition to an historical overview of the research in this area, coverage includes the theory behind memristive circuits, as well as memcapacitance, and meminductance. Details are shown for recent applications of memristors for resistive random access memories, neuromorphic systems and hybrid CMOS/memristor circuits. Methods for the simulation of memristors are demonstrated and an introduction to neuromorphic modeling is provided.

Computational Matter

Susan Stepney,Steen Rasmussen,Martyn Amos
Computational Matter Book PDF

Author : Susan Stepney,Steen Rasmussen,Martyn Amos
Publisher : Springer
Page : 337 pages
File Size : 45,7 Mb
Release : 2018-07-20
Category : Computers
ISBN : 9783319658261

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Computational Matter by Susan Stepney,Steen Rasmussen,Martyn Amos Pdf

This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice, applications and implications. Each chapter synthesizes current understanding by deliberately bringing together researchers across a collection of related research projects. The book is useful for graduate students, researchers in the field, and the general scientific reader who is interested in inherently interdisciplinary research at the intersections of computer science, biology, chemistry, physics, engineering and mathematics.