Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications

Written By Christos Volos
Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications
  • Publsiher : Academic Press
  • Release : 15 July 2021
  • ISBN : 9780128211847
  • Pages : 500 pages
  • Rating : /5 from reviews
GET THIS BOOKMem elements for Neuromorphic Circuits with Artificial Intelligence Applications


Download or read book entitled Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications by author: Christos Volos which was release on 15 July 2021 and published by Academic Press with total page 500 pages . This book available in PDF, EPUB and Kindle Format. Mem-elements for Neuromorphic Circuits and Artificial Intelligence Applications illustrates recent advances and achievements in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and especially in neuromorphic circuits and artificial intelligence. This book has a particular focus on mem-elements (memristor, memcapacitor, and meminductor) and their applications. It is mainly devoted to present the most recent results as well as critical aspects and perspectives of on-going research on relevant topics, all of them involving networks of mem-elements devices used in diverse applications. This book contributes to the discussion of memristive materials and transport mechanisms, to present various types of physical structures that can be fabricated to realize mem-elements in integrated circuits and device modeling as an essential aspect of mem-elements research. The last decade the increasing interest of the research community for the recent advances on mem-elements and their applications in neuromorphic circuits and artificial intelligence will attract researchers of 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

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications
  • Author : Christos Volos,Viet-Thanh Pham
  • Publisher : Academic Press
  • Release Date : 2021-07-15
  • Total pages : 500
  • ISBN : 9780128211847
GET BOOK

Summary : Mem-elements for Neuromorphic Circuits and Artificial Intelligence Applications illustrates recent advances and achievements in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and especially in neuromorphic circuits and artificial intelligence. This book has a particular focus on mem-elements (...

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications
  • Author : Christos Volos,Viet-Thanh Pham
  • Publisher : Academic Press
  • Release Date : 2021-07-01
  • Total pages : 568
  • ISBN : 9780128211847
GET BOOK

Summary : 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 ...

Memristors for Neuromorphic Circuits and Artificial Intelligence Applications

Memristors for Neuromorphic Circuits and Artificial Intelligence Applications
  • Author : Jordi Suñé
  • Publisher : MDPI
  • Release Date : 2020-04-09
  • Total pages : 244
  • ISBN : 9780128211847
GET BOOK

Summary : Artificial Intelligence (AI) has found many applications in the past decade due to the ever increasing computing power. Artificial Neural Networks are inspired in the brain structure and consist in the interconnection of artificial neurons through artificial synapses. Training these systems requires huge amounts of data and, after the network ...

Advances in Neuromorphic Memristor Science and Applications

Advances in Neuromorphic Memristor Science and Applications
  • Author : Robert Kozma,Robinson E. Pino,Giovanni E. Pazienza
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-06-28
  • Total pages : 320
  • ISBN : 9780128211847
GET BOOK

Summary : 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 ...

Memristor and Memristive Neural Networks

Memristor and Memristive Neural Networks
  • Author : Alex James
  • Publisher : BoD – Books on Demand
  • Release Date : 2018-04-04
  • Total pages : 324
  • ISBN : 9780128211847
GET BOOK

Summary : 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 ...

Memristive Devices for Brain Inspired Computing

Memristive Devices for Brain Inspired Computing
  • Author : Sabina Spiga,Abu Sebastian,Damien Querlioz,Bipin Rajendran
  • Publisher : Woodhead Publishing
  • Release Date : 2020-06-12
  • Total pages : 564
  • ISBN : 9780128211847
GET BOOK

Summary : Memristive Devices for Brain-Inspired Computing: From Materials, Devices, and Circuits to Applications—Computational Memory, Deep Learning, and Spiking Neural Networks reviews the latest in material and devices engineering for optimizing memristive devices beyond storage applications and toward brain-inspired computing. The book provides readers with an understanding of four key concepts, ...

Handbook of Memristor Networks

Handbook of Memristor Networks
  • Author : Leon Chua,Georgios Ch. Sirakoulis,Andrew Adamatzky
  • Publisher : Springer Nature
  • Release Date : 2019-11-12
  • Total pages : 1368
  • ISBN : 9780128211847
GET BOOK

Summary : This Handbook presents all aspects of memristor networks in an easy to read and tutorial style. Including many colour illustrations, it covers the foundations of memristor theory and applications, the technology of memristive devices, revised models of the Hodgkin-Huxley Equations and ion channels, neuromorphic architectures, and analyses of the dynamic ...

Artificial Intelligence Evolutionary Computing and Metaheuristics

Artificial Intelligence  Evolutionary Computing and Metaheuristics
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2012-07-27
  • Total pages : 796
  • ISBN : 9780128211847
GET BOOK

Summary : Alan Turing pioneered many research areas such as artificial intelligence, computability, heuristics and pattern formation. Nowadays at the information age, it is hard to imagine how the world would be without computers and the Internet. Without Turing's work, especially the core concept of Turing Machine at the heart of every ...

Handbook of Laser Technology and Applications

Handbook of Laser Technology and Applications
  • Author : Chunlei Guo
  • Publisher : CRC Press
  • Release Date : 2021-06-24
  • Total pages : 494
  • ISBN : 9780128211847
GET BOOK

Summary : This comprehensive handbook gives a fully updated guide to lasers and laser technologies, including the complete range of their technical applications. This forth volume covers laser applications in the medical, metrology and communications fields. Key Features: • Offers a complete update of the original, bestselling work, including many brand-new chapters. • Deepens ...

Foundations of Artificial Intelligence in Healthcare and Bioscience

Foundations of Artificial Intelligence in Healthcare and Bioscience
  • Author : Louis J. Catania
  • Publisher : Academic Press
  • Release Date : 2020-11-25
  • Total pages : 558
  • ISBN : 9780128211847
GET BOOK

Summary : Foundational Handbook of Artificial Intelligence in Healthcare and Bioscience: A User Friendly Guide for IT Professionals, Healthcare Providers, Researchers, and Clinicians uses color-coded illustrations to explain AI from its basics to modern technologies. Other sections cover extensive, current literature research and citations regarding AI’s role in the business and ...

Evolving Nano scale Associative Memories with Memristors

Evolving Nano scale Associative Memories with Memristors
  • Author : Arpita Sinha
  • Publisher : Unknown
  • Release Date : 2011
  • Total pages : 132
  • ISBN : 9780128211847
GET BOOK

Summary : Associative Memories (AMs) are essential building blocks for brain-like intelligent computing with applications in artificial vision, speech recognition, artificial intelligence, and robotics. Computations for such applications typically rely on spatial and temporal associations in the input patterns and need to be robust against noise and incomplete patterns. The conventional method ...

Silicon Compatible Emerging Materials Processes and Technologies for Advanced CMOS and Post CMOS Applications 9

Silicon Compatible Emerging Materials  Processes  and Technologies for Advanced CMOS and Post CMOS Applications 9
  • Author : F. Roozeboom,P. J. Timans,K. Kakushima,E. Gusev,Z. Karim,D. Misra,Y. S. Obeng,S. De Gendt,H. Jagannathan
  • Publisher : The Electrochemical Society
  • Release Date : 2019-05-17
  • Total pages : 176
  • ISBN : 9780128211847
GET BOOK

Summary : This issue of ECS Transactions includes papers based on presentations from the symposium "Silicon Compatible Emerging Materials, Processes, and Technologies for Advanced CMOS and Post-CMOS Applications 9," originally held at the 235th ECS Meeting in Dallas, Texas, May 26-30, 2019....

Cloud Computing for Machine Learning and Cognitive Applications

Cloud Computing for Machine Learning and Cognitive Applications
  • Author : Kai Hwang
  • Publisher : MIT Press
  • Release Date : 2017-07-07
  • Total pages : 624
  • ISBN : 9780128211847
GET BOOK

Summary : The first textbook to teach students how to build data analytic solutions on large data sets using cloud-based technologies. This is the first textbook to teach students how to build data analytic solutions on large data sets (specifically in Internet of Things applications) using cloud-based technologies for data storage, transmission ...

Artificial Intelligence and Computational Intelligence

Artificial Intelligence and Computational Intelligence
  • Author : Hepu Deng,Duoqian Miao,Jingsheng Lei,Fu Lee Wang
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-09-12
  • Total pages : 686
  • ISBN : 9780128211847
GET BOOK

Summary : This three-volume proceedings contains revised selected papers from the Second International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011, held in Taiyuan, China, in September 2011. The total of 265 high-quality papers presented were carefully reviewed and selected from 1073 submissions. The topics of Part I covered are: applications of artificial intelligence; applications ...

Advanced Nanoelectronics

Advanced Nanoelectronics
  • Author : Muhammad Mustafa Hussain
  • Publisher : John Wiley & Sons
  • Release Date : 2019-01-04
  • Total pages : 288
  • ISBN : 9780128211847
GET BOOK

Summary : Brings novel insights to a vibrant research area with high application potential?covering materials, physics, architecture, and integration aspects of future generation CMOS electronics technology Over the last four decades we have seen tremendous growth in semiconductor electronics. This growth has been fueled by the matured complementary metal oxide semiconductor (...