Design Exploration Of Emerging Nano Scale Non Volatile Memory

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Design Exploration of Emerging Nano-scale Non-volatile Memory

Author : Hao Yu
Publisher : Springer Science & Business
ISBN 13 : 1493905511
Total Pages : 200 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Design Exploration of Emerging Nano-scale Non-volatile Memory by : Hao Yu

Download or read book Design Exploration of Emerging Nano-scale Non-volatile Memory written by Hao Yu and published by Springer Science & Business. This book was released on 2014-04-18 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest techniques for characterization, modeling and design for nano-scale non-volatile memory (NVM) devices. Coverage focuses on fundamental NVM device fabrication and characterization, internal state identification of memristic dynamics with physics modeling, NVM circuit design and hybrid NVM memory system design-space optimization. The authors discuss design methodologies for nano-scale NVM devices from a circuits/systems perspective, including the general foundations for the fundamental memristic dynamics in NVM devices. Coverage includes physical modeling, as well as the development of a platform to explore novel hybrid CMOS and NVM circuit and system design. • Offers readers a systematic and comprehensive treatment of emerging nano-scale non-volatile memory (NVM) devices; • Focuses on the internal state of NVM memristic dynamics, novel NVM readout and memory cell circuit design and hybrid NVM memory system optimization; • Provides both theoretical analysis and practical examples to illustrate design methodologies; • Illustrates design and analysis for recent developments in spin-toque-transfer, domain-wall racetrack and memristors.

Next Generation Spin Torque Memories

Author : Brajesh Kumar Kaushik
Publisher : Springer
ISBN 13 : 981102720X
Total Pages : 107 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Next Generation Spin Torque Memories by : Brajesh Kumar Kaushik

Download or read book Next Generation Spin Torque Memories written by Brajesh Kumar Kaushik and published by Springer. This book was released on 2017-04-07 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers detailed insights into spin transfer torque (STT) based devices, circuits and memories. Starting with the basic concepts and device physics, it then addresses advanced STT applications and discusses the outlook for this cutting-edge technology. It also describes the architectures, performance parameters, fabrication, and the prospects of STT based devices. Further, moving from the device to the system perspective it presents a non-volatile computing architecture composed of STT based magneto-resistive and all-spin logic devices and demonstrates that efficient STT based magneto-resistive and all-spin logic devices can turn the dream of instant on/off non-volatile computing into reality.

Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

Author : Christos Volos
Publisher : Academic Press
ISBN 13 : 0128232021
Total Pages : 570 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications by : Christos Volos

Download or read book Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications written by Christos Volos and published by Academic Press. This book was released on 2021-06-17 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Durable Phase-Change Memory Architectures

Author :
Publisher : Academic Press
ISBN 13 : 0128187549
Total Pages : 146 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Durable Phase-Change Memory Architectures by :

Download or read book Durable Phase-Change Memory Architectures written by and published by Academic Press. This book was released on 2020-02-24 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computers, Volume 118, the latest volume in this innovative series published since 1960, presents detailed coverage of new advancements in computer hardware, software, theory, design and applications. Chapters in this updated release include Introduction to non-volatile memory technologies, The emerging phase-change memory, Phase-change memory architectures, Inter-line level schemes for handling hard errors in PCMs, Handling hard errors in PCMs by using intra-line level schemes, and Addressing issues with MLC Phase-change Memory.

Advances In 3d Integrated Circuits And Systems

Author : Hao Yu
Publisher : World Scientific
ISBN 13 : 9814699039
Total Pages : 392 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Advances In 3d Integrated Circuits And Systems by : Hao Yu

Download or read book Advances In 3d Integrated Circuits And Systems written by Hao Yu and published by World Scientific. This book was released on 2015-08-28 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: 3D integration is an emerging technology for the design of many-core microprocessors and memory integration. This book, Advances in 3D Integrated Circuits and Systems, is written to help readers understand 3D integrated circuits in three stages: device basics, system level management, and real designs.Contents presented in this book include fabrication techniques for 3D TSV and 2.5D TSI; device modeling; physical designs; thermal, power and I/O management; and 3D designs of sensors, I/Os, multi-core processors, and memory.Advanced undergraduates, graduate students, researchers and engineers may find this text useful for understanding the many challenges faced in the development and building of 3D integrated circuits and systems.

Nanoelectronic Circuit Design

Author : Niraj K. Jha
Publisher : Springer Science & Business Media
ISBN 13 : 1441976094
Total Pages : 489 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Nanoelectronic Circuit Design by : Niraj K. Jha

Download or read book Nanoelectronic Circuit Design written by Niraj K. Jha and published by Springer Science & Business Media. This book was released on 2010-12-21 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about large-scale electronic circuits design driven by nanotechnology, where nanotechnology is broadly defined as building circuits using nanoscale devices that are either implemented with nanomaterials (e.g., nanotubes or nanowires) or following an unconventional method (e.g., FinFET or III/V compound-based devices). These nanoscale devices have significant potential to revolutionize the fabrication and integration of electronic systems and scale beyond the perceived scaling limitations of traditional CMOS. While innovations in nanotechnology originate at the individual device level, realizing the true impact of electronic systems demands that these device-level capabilities be translated into system-level benefits. This is the first book to focus on nanoscale circuits and their design issues, bridging the existing gap between nanodevice research and nanosystem design.

Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design

Author : Nan Zheng
Publisher : John Wiley & Sons
ISBN 13 : 1119507383
Total Pages : 296 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design by : Nan Zheng

Download or read book Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design written by Nan Zheng and published by John Wiley & Sons. This book was released on 2019-12-31 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains current co-design and co-optimization methodologies for building hardware neural networks and algorithms for machine learning applications This book focuses on how to build energy-efficient hardware for neural networks with learning capabilities—and provides co-design and co-optimization methodologies for building hardware neural networks that can learn. Presenting a complete picture from high-level algorithm to low-level implementation details, Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design also covers many fundamentals and essentials in neural networks (e.g., deep learning), as well as hardware implementation of neural networks. The book begins with an overview of neural networks. It then discusses algorithms for utilizing and training rate-based artificial neural networks. Next comes an introduction to various options for executing neural networks, ranging from general-purpose processors to specialized hardware, from digital accelerator to analog accelerator. A design example on building energy-efficient accelerator for adaptive dynamic programming with neural networks is also presented. An examination of fundamental concepts and popular learning algorithms for spiking neural networks follows that, along with a look at the hardware for spiking neural networks. Then comes a chapter offering readers three design examples (two of which are based on conventional CMOS, and one on emerging nanotechnology) to implement the learning algorithm found in the previous chapter. The book concludes with an outlook on the future of neural network hardware. Includes cross-layer survey of hardware accelerators for neuromorphic algorithms Covers the co-design of architecture and algorithms with emerging devices for much-improved computing efficiency Focuses on the co-design of algorithms and hardware, which is especially critical for using emerging devices, such as traditional memristors or diffusive memristors, for neuromorphic computing Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design is an ideal resource for researchers, scientists, software engineers, and hardware engineers dealing with the ever-increasing requirement on power consumption and response time. It is also excellent for teaching and training undergraduate and graduate students about the latest generation neural networks with powerful learning capabilities.

Energy-Efficient Communication Processors

Author : Robert Fasthuber
Publisher : Springer Science & Business Media
ISBN 13 : 1461449928
Total Pages : 306 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Energy-Efficient Communication Processors by : Robert Fasthuber

Download or read book Energy-Efficient Communication Processors written by Robert Fasthuber and published by Springer Science & Business Media. This book was released on 2013-05-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a new design approach for energy-efficient, Domain-Specific Instruction set Processor (DSIP) architectures for the wireless baseband domain. The innovative techniques presented enable co-design of algorithms, architectures and technology, for efficient implementation of the most advanced technologies. To demonstrate the feasibility of the author’s design approach, case studies are included for crucial functionality of advanced wireless systems with increased computational performance, flexibility and reusability. Designers using this approach will benefit from reduced development/product costs and greater scalability to future process technology nodes.

Emerging Computing: From Devices to Systems

Author : Mohamed M. Sabry Aly
Publisher : Springer Nature
ISBN 13 : 9811674876
Total Pages : 446 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Emerging Computing: From Devices to Systems by : Mohamed M. Sabry Aly

Download or read book Emerging Computing: From Devices to Systems written by Mohamed M. Sabry Aly and published by Springer Nature. This book was released on 2022-07-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers a range of topics dealing with emerging computing technologies which are being developed in response to challenges faced due to scaling CMOS technologies. It provides a sneak peek into the capabilities unleashed by these technologies across the complete system stack, with contributions by experts discussing device technology, circuit, architecture and design automation flows. Presenting a gradual progression of the individual sub-domains and the open research and adoption challenges, this book will be of interest to industry and academic researchers, technocrats and policymakers. Chapters "Innovative Memory Architectures Using Functionality Enhanced Devices" and "Intelligent Edge Biomedical Sensors in the Internet of Things (IoT) Era" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Embedded Computer Systems: Architectures, Modeling, and Simulation

Author : Dionisios N. Pnevmatikatos
Publisher : Springer
ISBN 13 : 3030275620
Total Pages : 486 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Embedded Computer Systems: Architectures, Modeling, and Simulation by : Dionisios N. Pnevmatikatos

Download or read book Embedded Computer Systems: Architectures, Modeling, and Simulation written by Dionisios N. Pnevmatikatos and published by Springer. This book was released on 2019-08-09 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 19th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2019, held in Pythagorion, Samos, Greece, in July 2019. The 21 regular papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on system design space exploration; deep learning optimization; system security; multi/many-core scheduling; system energy and heat management; many-core communication; and electronic system-level design and verification. In addition there are 13 papers from three special sessions which were organized on topics of current interest: insights from negative results; machine learning implementations; and European projects.

Emerging Memory and Computing Devices in the Era of Intelligent Machines

Author : Pedram Khalili Amiri
Publisher : MDPI
ISBN 13 : 3039285025
Total Pages : 276 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Emerging Memory and Computing Devices in the Era of Intelligent Machines by : Pedram Khalili Amiri

Download or read book Emerging Memory and Computing Devices in the Era of Intelligent Machines written by Pedram Khalili Amiri and published by MDPI. This book was released on 2020-04-16 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computing systems are undergoing a transformation from logic-centric towards memory-centric architectures, where overall performance and energy efficiency at the system level are determined by the density, performance, functionality and efficiency of the memory, rather than the logic sub-system. This is driven by the requirements of data-intensive applications in artificial intelligence, autonomous systems, and edge computing. We are at an exciting time in the semiconductor industry where several innovative device and technology concepts are being developed to respond to these demands, and capture shares of the fast growing market for AI-related hardware. This special issue is devoted to highlighting, discussing and presenting the latest advancements in this area, drawing on the best work on emerging memory devices including magnetic, resistive, phase change, and other types of memory. The special issue is interested in work that presents concepts, ideas, and recent progress ranging from materials, to memory devices, physics of switching mechanisms, circuits, and system applications, as well as progress in modeling and design tools. Contributions that bridge across several of these layers are especially encouraged.

VLSI

Author : Tomasz Wojcicki
Publisher : CRC Press
ISBN 13 : 1466599103
Total Pages : 486 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis VLSI by : Tomasz Wojcicki

Download or read book VLSI written by Tomasz Wojcicki and published by CRC Press. This book was released on 2017-12-19 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently the world celebrated the 60th anniversary of the invention of the first transistor. The first integrated circuit (IC) was built a decade later, with the first microprocessor designed in the early 1970s. Today, ICs are a part of nearly every aspect of our daily lives. They help us live longer and more comfortably, and do more, faster. All this is possible because of the relentless search for new materials, circuit designs, and ideas happening on a daily basis at industrial and academic institutions around the globe. Showcasing the latest advances in very-large-scale integrated (VLSI) circuits, VLSI: Circuits for Emerging Applications provides a balanced view of industrial and academic developments beyond silicon and complementary metal–oxide–semiconductor (CMOS) technology. From quantum-dot cellular automata (QCA) to chips for cochlear implants, this must-have resource: Investigates the trend of combining multiple cores in a single chip to boost performance of the overall system Describes a novel approach to enable physically unclonable functions (PUFs) using intrinsic features of a VLSI chip Examines the VLSI implementations of major symmetric and asymmetric key cryptographic algorithms, hash functions, and digital signatures Discusses nonvolatile memories such as resistive random-access memory (Re-RAM), magneto-resistive RAM (MRAM), and floating-body RAM (FB-RAM) Explores organic transistors, soft errors, photonics, nanoelectromechanical (NEM) relays, reversible computation, bioinformatics, asynchronous logic, and more VLSI: Circuits for Emerging Applications presents cutting-edge research, design architectures, materials, and uses for VLSI circuits, offering valuable insight into the current state of the art of micro- and nanoelectronics.

Handbook of Energy-Aware and Green Computing - Two Volume Set

Author : Ishfaq Ahmad
Publisher : CRC Press
ISBN 13 : 1482254441
Total Pages : 1284 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Handbook of Energy-Aware and Green Computing - Two Volume Set by : Ishfaq Ahmad

Download or read book Handbook of Energy-Aware and Green Computing - Two Volume Set written by Ishfaq Ahmad and published by CRC Press. This book was released on 2016-02-03 with total page 1284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implementing energy-efficient CPUs and peripherals as well as reducing resource consumption have become emerging trends in computing. As computers increase in speed and power, their energy issues become more and more prevalent. The need to develop and promote environmentally friendly computer technologies and systems has also come to the forefront

VLSI Design and Test

Author : Ambika Prasad Shah
Publisher : Springer Nature
ISBN 13 : 3031215141
Total Pages : 607 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis VLSI Design and Test by : Ambika Prasad Shah

Download or read book VLSI Design and Test written by Ambika Prasad Shah and published by Springer Nature. This book was released on 2022-12-16 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 26th International Symposium on VLSI Design and Test, VDAT 2022, which took place in Jammu, India, in July 2022. The 32 regular papers and 16 short papers presented in this volume were carefully reviewed and selected from 220 submissions. They were organized in topical sections as follows: Devices and Technology; Sensors; Analog/Mixed Signal; Digital Design; Emerging Technologies and Memory; System Design.

Applications of Emerging Memory Technology

Author : Manan Suri
Publisher : Springer
ISBN 13 : 9811383790
Total Pages : 244 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Applications of Emerging Memory Technology by : Manan Suri

Download or read book Applications of Emerging Memory Technology written by Manan Suri and published by Springer. This book was released on 2019-07-16 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book intends to bring under one roof research work of leading groups from across the globe working on advanced applications of emerging memory technology nanodevices. The applications dealt in the text will be beyond conventional storage application of semiconductor memory devices. The text will deal with material and device physical principles that give rise to interesting characteristics and phenomena in the emerging memory device that can be exploited for a wide variety of applications. Applications covered will include system-centric cases such as – caches, NVSRAM, NVTCAM, Hybrid CMOS-RRAM circuits for: Machine Learning, In-Memory Computing, Hardware Security - RNG/PUF, Biosensing and other misc beyond storage applications. The book is envisioned for multi-purpose use as a textbook in advanced UG/PG courses and a research text for scientists working in the domain.

Advances in Non-volatile Memory and Storage Technology

Author : Yoshio Nishi
Publisher : Woodhead Publishing
ISBN 13 : 0081025858
Total Pages : 664 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Advances in Non-volatile Memory and Storage Technology by : Yoshio Nishi

Download or read book Advances in Non-volatile Memory and Storage Technology written by Yoshio Nishi and published by Woodhead Publishing. This book was released on 2019-06-15 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Deep Learning Classifiers with Memristive Networks

Author : Alex Pappachen James
Publisher : Springer
ISBN 13 : 3030145247
Total Pages : 216 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Deep Learning Classifiers with Memristive Networks by : Alex Pappachen James

Download or read book Deep Learning Classifiers with Memristive Networks written by Alex Pappachen James and published by Springer. This book was released on 2019-04-08 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to the fundamentals of deep neural network architectures, with a special emphasis on memristor circuits and systems. At first, the book offers an overview of neuro-memristive systems, including memristor devices, models, and theory, as well as an introduction to deep learning neural networks such as multi-layer networks, convolution neural networks, hierarchical temporal memory, and long short term memories, and deep neuro-fuzzy networks. It then focuses on the design of these neural networks using memristor crossbar architectures in detail. The book integrates the theory with various applications of neuro-memristive circuits and systems. It provides an introductory tutorial on a range of issues in the design, evaluation techniques, and implementations of different deep neural network architectures with memristors.