Cognitive Applications in Resistive Memories

Cognitive Applications in Resistive Memories PDF Author: Lutz Stephan Nielen
Publisher: BoD – Books on Demand
ISBN: 3751972862
Category : Technology & Engineering
Languages : en
Pages : 174

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Book Description
The upcoming trends in information technology follow irresistibly the predicted changes of the Internet of Things (IoT). That requires enhanced performance of mobile electronics, thus memory techniques face a growing number of challenges. Redox-based resistive switches (ReRAM) are highly attractive devices for implementation of ultimately-scaled energy-efficient memories. In this thesis, associative memories and sorting networks based on resistive switches are investigated. These cognitive functions highlight the potential of brain inspired computing in memory and are considered as a key-enabler for beyond von-Neumann computer architectures.

Cognitive Applications in Resistive Memories

Cognitive Applications in Resistive Memories PDF Author: Lutz Stephan Nielen
Publisher: BoD – Books on Demand
ISBN: 3751972862
Category : Technology & Engineering
Languages : en
Pages : 174

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Book Description
The upcoming trends in information technology follow irresistibly the predicted changes of the Internet of Things (IoT). That requires enhanced performance of mobile electronics, thus memory techniques face a growing number of challenges. Redox-based resistive switches (ReRAM) are highly attractive devices for implementation of ultimately-scaled energy-efficient memories. In this thesis, associative memories and sorting networks based on resistive switches are investigated. These cognitive functions highlight the potential of brain inspired computing in memory and are considered as a key-enabler for beyond von-Neumann computer architectures.

Handbook of Memristor Networks

Handbook of Memristor Networks PDF Author: Leon Chua
Publisher: Springer Nature
ISBN: 331976375X
Category : Computers
Languages : en
Pages : 1357

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Book Description
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 behaviour of memristive networks. It also shows how to realise computing devices, non-von Neumann architectures and provides future building blocks for deep learning hardware. With contributions from leaders in computer science, mathematics, electronics, physics, material science and engineering, the book offers an indispensable source of information and an inspiring reference text for future generations of computer scientists, mathematicians, physicists, material scientists and engineers working in this dynamic field.

Memristor Networks

Memristor Networks PDF Author: Andrew Adamatzky
Publisher: Springer Science & Business Media
ISBN: 3319026305
Category : Computers
Languages : en
Pages : 716

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Book Description
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.

Cognitive Communication Disorders, Fourth Edition

Cognitive Communication Disorders, Fourth Edition PDF Author: Michael L. Kimbarow
Publisher: Plural Publishing
ISBN: 1635504406
Category : Medical
Languages : en
Pages : 569

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Book Description
The fourth edition of Cognitive Communication Disorders is an essential text for graduate speech-language pathology courses on cognitively-based communication disorders. It provides vital information on the cognitive foundations of communication (attention, memory, and executive function). The book provides readers with a comprehensive theoretical and applied review of how deficits in these core cognitive abilities manifest in right hemisphere brain damage, dementia, primary progressive aphasia, concussion, and traumatic brain injury. Case studies illustrate principles of clinical management, and figures and tables facilitate understanding of neurobehavioral correlates, differential diagnoses, and other critical clinical information. New to the Fourth Edition * New co-editor, Sarah E. Wallace * A new chapter on working with underserved populations * Chapters now begin with learning objectives for an educational frame of reference for students before new material is presented * A glossary makes it easy to find definitions of all of the book’s key terminology * Updated and expanded evidence-based information on assessment and treatment of cognitive communication deficits * Updated case studies addressing assessment and treatment of individuals with cognitive communication disorders with attention to underserved clinical populations The international roster of returning and new contributors includes Maya Albin, Margaret Lehman Blake, Jessica A. Brown, Mariana Christodoulou Devledian, Fofi Constantinidou, Petrea L. Cornwell, Heather Dial, Eduardo Europa, Kathryn Y. Hardin, Maya Henry, Ronelle Heweston, Kelly Knollman-Porter, Nidhi Mahendra, Katy H. O’Brien, Mary H. Purdy, Sarah N. Villard, Sarah E. Wallace, and Catherine Wiseman-Hakes. Please note that ancillary content (such as documents, audio, and video, etc.) may not be included as published in the original print version of this book.

Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing

Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing PDF Author: Su-Ting Han
Publisher: Woodhead Publishing
ISBN: 0128226064
Category : Technology & Engineering
Languages : en
Pages : 356

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Book Description
Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing summarizes advances in the development of photo-electroactive memories and neuromorphic computing systems, suggests possible solutions to the challenges of device design, and evaluates the prospects for commercial applications. Sections covers developments in electro-photoactive memory, and photonic neuromorphic and in-memory computing, including discussions on design concepts, operation principles and basic storage mechanism of optoelectronic memory devices, potential materials from organic molecules, semiconductor quantum dots to two-dimensional materials with desirable electrical and optical properties, device challenges, and possible strategies. This comprehensive, accessible and up-to-date book will be of particular interest to graduate students and researchers in solid-state electronics. It is an invaluable systematic introduction to the memory characteristics, operation principles and storage mechanisms of the latest reported electro-photoactive memory devices. - Reviews the most promising materials to enable emerging computing memory and data storage devices, including one- and two-dimensional materials, metal oxides, semiconductors, organic materials, and more - Discusses fundamental mechanisms and design strategies for two- and three-terminal device structures - Addresses device challenges and strategies to enable translation of optical and optoelectronic technologies

21st Century Nanoscience – A Handbook

21st Century Nanoscience – A Handbook PDF Author: Klaus D. Sattler
Publisher: CRC Press
ISBN: 1000702502
Category : Technology & Engineering
Languages : en
Pages : 465

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Book Description
21st Century Nanoscience - A Handbook: Nanophotonics, Nanoelectronics, and Nanoplasmonics (Volume 6) will be the most comprehensive, up-to-date large reference work for the field of nanoscience. Handbook of Nanophysics by the same editor published in the fall of 2010 and was embraced as the first comprehensive reference to consider both fundamental and applied aspects of nanophysics. This follow-up project has been conceived as a necessary expansion and full update that considers the significant advances made in the field since 2010. It goes well beyond the physics as warranted by recent developments in the field. This sixth volume in a ten-volume set covers nanophotonics, nanoelectronics, and nanoplasmonics. Key Features: Provides the most comprehensive, up-to-date large reference work for the field. Chapters written by international experts in the field. Emphasises presentation and real results and applications. This handbook distinguishes itself from other works by its breadth of coverage, readability and timely topics. The intended readership is very broad, from students and instructors to engineers, physicists, chemists, biologists, biomedical researchers, industry professionals, governmental scientists, and others whose work is impacted by nanotechnology. It will be an indispensable resource in academic, government, and industry libraries worldwide. The fields impacted by nanophysics extend from materials science and engineering to biotechnology, biomedical engineering, medicine, electrical engineering, pharmaceutical science, computer technology, aerospace engineering, mechanical engineering, food science, and beyond.

Advances in Non-volatile Memory and Storage Technology

Advances in Non-volatile Memory and Storage Technology PDF Author: Yoshio Nishi
Publisher: Woodhead Publishing
ISBN: 0081025858
Category : Technology & Engineering
Languages : en
Pages : 664

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Book Description
Advances in Nonvolatile Memory and Storage Technology, Second Edition, addresses recent developments in the non-volatile memory spectrum, from fundamental understanding, to technological aspects. The book provides up-to-date information on the current memory technologies as related by leading experts in both academia and industry. To reflect the rapidly changing field, many new chapters have been included to feature the latest in RRAM technology, STT-RAM, memristors and more. The new edition describes the emerging technologies including oxide-based ferroelectric memories, MRAM technologies, and 3D memory. Finally, to further widen the discussion on the applications space, neuromorphic computing aspects have been included. This book is a key resource for postgraduate students and academic researchers in physics, materials science and electrical engineering. In addition, it will be a valuable tool for research and development managers concerned with electronics, semiconductors, nanotechnology, solid-state memories, magnetic materials, organic materials and portable electronic devices. - Discusses emerging devices and research trends, such as neuromorphic computing and oxide-based ferroelectric memories - Provides an overview on developing nonvolatile memory and storage technologies and explores their strengths and weaknesses - Examines improvements to flash technology, charge trapping and resistive random access memory

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices PDF Author: Manan Suri
Publisher: Springer
ISBN: 813223703X
Category : Technology & Engineering
Languages : en
Pages : 217

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Book Description
This book covers all major aspects of cutting-edge research in the field of neuromorphic hardware engineering involving emerging nanoscale devices. Special emphasis is given to leading works in hybrid low-power CMOS-Nanodevice design. The book offers readers a bidirectional (top-down and bottom-up) perspective on designing efficient bio-inspired hardware. At the nanodevice level, it focuses on various flavors of emerging resistive memory (RRAM) technology. At the algorithm level, it addresses optimized implementations of supervised and stochastic learning paradigms such as: spike-time-dependent plasticity (STDP), long-term potentiation (LTP), long-term depression (LTD), extreme learning machines (ELM) and early adoptions of restricted Boltzmann machines (RBM) to name a few. The contributions discuss system-level power/energy/parasitic trade-offs, and complex real-world applications. The book is suited for both advanced researchers and students interested in the field.

Fourier Transforms

Fourier Transforms PDF Author: Goran Nikolic
Publisher: BoD – Books on Demand
ISBN: 9535128930
Category : Mathematics
Languages : en
Pages : 264

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Book Description
The main purpose of this book is to provide a modern review about recent advances in Fourier transforms as the most powerful analytical tool for high-tech application in electrical, electronic, and computer engineering, as well as Fourier transform spectral techniques with a wide range of biological, biomedical, biotechnological, pharmaceutical, and nanotechnological applications. The confluence of Fourier transform methods with high tech opens new opportunities for detection and handling of atoms and molecules using nanodevices, with potential for a large variety of scientific and technological applications.

Bio-Inspired Information Pathways

Bio-Inspired Information Pathways PDF Author: Martin Ziegler
Publisher: Springer Nature
ISBN: 3031367057
Category :
Languages : en
Pages : 439

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Book Description