Emerging Memory Technologies
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Emerging Memory Technologies
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Author : Yuan Xie
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-10-21
Emerging Memory Technologies written by Yuan Xie and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-21 with Technology & Engineering categories.
This book explores the design implications of emerging, non-volatile memory (NVM) technologies on future computer memory hierarchy architecture designs. Since NVM technologies combine the speed of SRAM, the density of DRAM, and the non-volatility of Flash memory, they are very attractive as the basis for future universal memories. This book provides a holistic perspective on the topic, covering modeling, design, architecture and applications. The practical information included in this book will enable designers to exploit emerging memory technologies to improve significantly the performance/power/reliability of future, mainstream integrated circuits.
Applications Of Emerging Memory Technology
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Author : Manan Suri
language : en
Publisher: Springer
Release Date : 2019-07-16
Applications Of Emerging Memory Technology written by Manan Suri and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-16 with Technology & Engineering categories.
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.
Exploring Memory Hierarchy Design With Emerging Memory Technologies
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Author : Guangyu Sun
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-09-18
Exploring Memory Hierarchy Design With Emerging Memory Technologies written by Guangyu Sun and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-18 with Technology & Engineering categories.
This book equips readers with tools for computer architecture of high performance, low power, and high reliability memory hierarchy in computer systems based on emerging memory technologies, such as STTRAM, PCM, FBDRAM, etc. The techniques described offer advantages of high density, near-zero static power, and immunity to soft errors, which have the potential of overcoming the “memory wall.” The authors discuss memory design from various perspectives: emerging memory technologies are employed in the memory hierarchy with novel architecture modification; hybrid memory structure is introduced to leverage advantages from multiple memory technologies; an analytical model named “Moguls” is introduced to explore quantitatively the optimization design of a memory hierarchy; finally, the vulnerability of the CMPs to radiation-based soft errors is improved by replacing different levels of on-chip memory with STT-RAMs.
Semiconductor Memories And Systems
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Author : Andrea Redaelli
language : en
Publisher: Woodhead Publishing
Release Date : 2022-06-07
Semiconductor Memories And Systems written by Andrea Redaelli and has been published by Woodhead Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-07 with Technology & Engineering categories.
Semiconductor Memories and Systems provides a comprehensive overview of the current state of semiconductor memory at the technology and system levels. After an introduction on market trends and memory applications, the book focuses on mainstream technologies, illustrating their current status, challenges and opportunities, with special attention paid to scalability paths. Technologies discussed include static random access memory (SRAM), dynamic random access memory (DRAM), non-volatile memory (NVM), and NAND flash memory. Embedded memory and requirements and system level needs for storage class memory are also addressed. Each chapter covers physical operating mechanisms, fabrication technologies, and the main challenges to scalability.Finally, the work reviews the emerging trends for storage class memory, mainly focusing on the advantages and opportunities of phase change based memory technologies. - Features contributions from experts from leading companies in semiconductor memory - Discusses physical operating mechanisms, fabrication technologies and paths to scalability for current and emerging semiconductor memories - Reviews primary memory technologies, including SRAM, DRAM, NVM and NAND flash memory - Includes emerging storage class memory technologies such as phase change memory
Applications Of Emerging Memory Technology
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Author : Manan Suri
language : en
Publisher:
Release Date : 2020
Applications Of Emerging Memory Technology written by Manan Suri and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Electronics categories.
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.
Processing In Memory Using Emerging Memory Technologies
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Author : Saransh Gupta
language : en
Publisher:
Release Date : 2018
Processing In Memory Using Emerging Memory Technologies written by Saransh Gupta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Recent years have witnessed a rapid growth in the amount of generated data, owing to the emergence of Internet of Things (IoT). Processing such huge data on traditional computing systems is highly inefficient, mainly due to the limited cache capacity and memory bandwidth. Processing in-memory (PIM) is an emerging paradigm which tries to address this issue. It uses memories as computing units, hence reducing the data transfers between memory and processing cores. However, the application of present PIM techniques is restricted by their limited functionality and inability to process large amounts of data efficiently. In this thesis, we propose novel techniques which exploit the analog properties of emerging memory technologies. Not only do these support more complex functions such as addition, multiplication, and search but also manage and process large data more efficiently. We present a new blocked PIM architecture which uses inter-block interconnects to accelerate data intensive processing. We also introduce a heterogeneous architecture having general purpose cores and PIM-enable memory and a data-dependent task allocation scheme for it. We also apply application specific optimizations and approximation techniques to further design accelerators for neural networks and database query systems. While we design a multiplication-by-constant hardware for neural networks, query processing is accelerated by a novel in-memory nearest search technique. Our neural network accelerator achieves 113.9x higher energy efficiency and 56.3x speedup as compared to AMD GPU. Also, the query accelerator provides 49.3x performance speedup and 32.9x energy savings as compared to recent Intel CPU.
In Search Of The Next Memory
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Author : Roberto Gastaldi
language : en
Publisher: Springer
Release Date : 2017-03-07
In Search Of The Next Memory written by Roberto Gastaldi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-07 with Technology & Engineering categories.
This book provides students and practicing chip designers with an easy-to-follow yet thorough, introductory treatment of the most promising emerging memories under development in the industry. Focusing on the chip designer rather than the end user, this book offers expanded, up-to-date coverage of emerging memories circuit design. After an introduction on the old solid-state memories and the fundamental limitations soon to be encountered, the working principle and main technology issues of each of the considered technologies (PCRAM, MRAM, FeRAM, ReRAM) are reviewed and a range of topics related to design is explored: the array organization, sensing and writing circuitry, programming algorithms and error correction techniques are reviewed comparing the approach followed and the constraints for each of the technologies considered. Finally the issue of radiation effects on memory devices has been briefly treated. Additionally some considerations are entertained about how emerging memories can find a place in the new memory paradigm required by future electronic systems. This book is an up-to-date and comprehensive introduction for students in courses on memory circuit design or advanced digital courses in VLSI or CMOS circuit design. It also serves as an essential, one-stop resource for academics, researchers and practicing engineers.
Designing Systems For Emerging Memory Technologies
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Author : Youngjin Kwon (Ph. D.)
language : en
Publisher:
Release Date : 2018
Designing Systems For Emerging Memory Technologies written by Youngjin Kwon (Ph. D.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Emerging memory technologies open new challenges in system software: diversity and large capacity. Non-volatile memory (NVM) technologies will have excellent performance, byte- addressability, and large capacity, blurring the line between traditional volatile DRAM and non-volatile storage. NVM diverges from DRAM in significant ways, like limited write bandwidth. It is likely that future storage market will be diversified, having DRAM, NVM, SSD, and hard disk. Unfortunately, current file systems, built on top of old design ideas, cannot provide an efficient way to take advantage of the different storage media. Strata is a cross-media file system, fundamentally redesigning file systems to leverage different strengths of storage technologies while compensating their weaknesses. Modern applications such as large-scale machine learning and graph analytics want to load huge datasets into memory for fast computation. For these workloads, merely adding more RAM to a machine reaches a point of diminishing returns for performance because their poor spatial locality causes them to suffer high virtual to physical memory translation costs. NVM will make this problem worse because it provides cheaper cost-per-capacity than DRAM. Ingens, a efficient memory management system, addresses the shortcomings in modern operating systems and hypervisors that underlies these excessive address translation overheads and redesign huge page memory systems to make huge page widely used in practice.
Emerging Memories
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Author : Betty Prince
language : en
Publisher:
Release Date : 2014-01-15
Emerging Memories written by Betty Prince and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Emerging Non Volatile Memories
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Author : Seungbum Hong
language : en
Publisher: Springer
Release Date : 2014-11-18
Emerging Non Volatile Memories written by Seungbum Hong and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-18 with Technology & Engineering categories.
This book is an introduction to the fundamentals of emerging non-volatile memories and provides an overview of future trends in the field. Readers will find coverage of seven important memory technologies, including Ferroelectric Random Access Memory (FeRAM), Ferromagnetic RAM (FMRAM), Multiferroic RAM (MFRAM), Phase-Change Memories (PCM), Oxide-based Resistive RAM (RRAM), Probe Storage, and Polymer Memories. Chapters are structured to reflect diffusions and clashes between different topics. Emerging Non-Volatile Memories is an ideal book for graduate students, faculty, and professionals working in the area of non-volatile memory. This book also: Covers key memory technologies, including Ferroelectric Random Access Memory (FeRAM), Ferromagnetic RAM (FMRAM), and Multiferroic RAM (MFRAM), among others. Provides an overview of non-volatile memory fundamentals. Broadens readers’ understanding of future trends in non-volatile memories.