Advances in Non-volatile Memory and Storage Technology

Download Advances in Non-volatile Memory and Storage Technology PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0857098098
Total Pages : 456 pages
Book Rating : 4.8/5 (57 download)

DOWNLOAD NOW!


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 Elsevier. This book was released on 2014-06-24 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: New solutions are needed for future scaling down of nonvolatile memory. Advances in Non-volatile Memory and Storage Technology provides an overview of developing technologies and explores their strengths and weaknesses. After an overview of the current market, part one introduces improvements in flash technologies, including developments in 3D NAND flash technologies and flash memory for ultra-high density storage devices. Part two looks at the advantages of designing phase change memory and resistive random access memory technologies. It looks in particular at the fabrication, properties, and performance of nanowire phase change memory technologies. Later chapters also consider modeling of both metal oxide and resistive random access memory switching mechanisms, as well as conductive bridge random access memory technologies. Finally, part three looks to the future of alternative technologies. The areas covered include molecular, polymer, and hybrid organic memory devices, and a variety of random access memory devices such as nano-electromechanical, ferroelectric, and spin-transfer-torque magnetoresistive devices. Advances in Non-volatile Memory and Storage Technology is a key resource for postgraduate students and academic researchers in physics, materials science, and electrical engineering. It is a valuable tool for research and development managers concerned with electronics, semiconductors, nanotechnology, solid-state memories, magnetic materials, organic materials, and portable electronic devices. Provides an overview of developing nonvolatile memory and storage technologies and explores their strengths and weaknesses Examines improvements to flash technology, charge trapping, and resistive random access memory Discusses emerging devices such as those based on polymer and molecular electronics, and nanoelectromechanical random access memory (RAM)

Advances in Non-volatile Memory and Storage Technology

Download Advances in Non-volatile Memory and Storage Technology PDF Online Free

Author :
Publisher : Woodhead Publishing
ISBN 13 : 0081025858
Total Pages : 662 pages
Book Rating : 4.0/5 (81 download)

DOWNLOAD NOW!


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 662 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

Developments in Data Storage

Download Developments in Data Storage PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118096827
Total Pages : 348 pages
Book Rating : 4.1/5 (18 download)

DOWNLOAD NOW!


Book Synopsis Developments in Data Storage by : S. N. Piramanayagam

Download or read book Developments in Data Storage written by S. N. Piramanayagam and published by John Wiley & Sons. This book was released on 2011-10-11 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely text on the recent developments in data storage, from a materials perspective Ever-increasing amounts of data storage on hard disk have been made possible largely due to the immense technological advances in the field of data storage materials. Developments in Data Storage: Materials Perspective covers the recent progress and developments in recording technologies, including the emerging non-volatile memory, which could potentially become storage technologies of the future. Featuring contributions from experts around the globe, this book provides engineers and graduate students in materials science and electrical engineering a solid foundation for grasping the subject. The book begins with the basics of magnetism and recording technology, setting the stage for the following chapters on existing methods and related research topics. These chapters focus on perpendicular recording media to underscore the current trend of hard disk media; read sensors, with descriptions of their fundamental principles and challenges; and write head, which addresses the advanced concepts for writing data in magnetic recording. Two chapters are devoted to the highly challenging area in hard disk drives of tribology, which deals with reliability, corrosion, and wear-resistance of the head and media. Next, the book provides an overview of the emerging technologies, such as heat-assisted magnetic recording and bit-patterned media recording. Non-volatile memory has emerged as a promising alternative storage option for certain device applications; two chapters are dedicated to non-volatile memory technologies such as the phase-change and the magnetic random access memories. With a strong focus on the fundamentals along with an overview of research topics, Developments in Data Storage is an ideal reference for graduate students or beginners in the field of magnetic recording. It also serves as an invaluable reference for future storage technologies including non-volatile memories.

Emerging Non-volatile Memory Technologies

Download Emerging Non-volatile Memory Technologies PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9811569126
Total Pages : 439 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!


Book Synopsis Emerging Non-volatile Memory Technologies by : Wen Siang Lew

Download or read book Emerging Non-volatile Memory Technologies written by Wen Siang Lew and published by Springer Nature. This book was released on 2021-01-09 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a balanced and comprehensive guide to the core principles, fundamental properties, experimental approaches, and state-of-the-art applications of two major groups of emerging non-volatile memory technologies, i.e. spintronics-based devices as well as resistive switching devices, also known as Resistive Random Access Memory (RRAM). The first section presents different types of spintronic-based devices, i.e. magnetic tunnel junction (MTJ), domain wall, and skyrmion memory devices. This section describes how their developments have led to various promising applications, such as microwave oscillators, detectors, magnetic logic, and neuromorphic engineered systems. In the second half of the book, the underlying device physics supported by different experimental observations and modelling of RRAM devices are presented with memory array level implementation. An insight into RRAM desired properties as synaptic element in neuromorphic computing platforms from material and algorithms viewpoint is also discussed with specific example in automatic sound classification framework.

Developments in Data Storage

Download Developments in Data Storage PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470501006
Total Pages : 348 pages
Book Rating : 4.4/5 (75 download)

DOWNLOAD NOW!


Book Synopsis Developments in Data Storage by : S. N. Piramanayagam

Download or read book Developments in Data Storage written by S. N. Piramanayagam and published by John Wiley & Sons. This book was released on 2011-11-08 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely text on the recent developments in data storage, from a materials perspective Ever-increasing amounts of data storage on hard disk have been made possible largely due to the immense technological advances in the field of data storage materials. Developments in Data Storage: Materials Perspective covers the recent progress and developments in recording technologies, including the emerging non-volatile memory, which could potentially become storage technologies of the future. Featuring contributions from experts around the globe, this book provides engineers and graduate students in materials science and electrical engineering a solid foundation for grasping the subject. The book begins with the basics of magnetism and recording technology, setting the stage for the following chapters on existing methods and related research topics. These chapters focus on perpendicular recording media to underscore the current trend of hard disk media; read sensors, with descriptions of their fundamental principles and challenges; and write head, which addresses the advanced concepts for writing data in magnetic recording. Two chapters are devoted to the highly challenging area in hard disk drives of tribology, which deals with reliability, corrosion, and wear-resistance of the head and media. Next, the book provides an overview of the emerging technologies, such as heat-assisted magnetic recording and bit-patterned media recording. Non-volatile memory has emerged as a promising alternative storage option for certain device applications; two chapters are dedicated to non-volatile memory technologies such as the phase-change and the magnetic random access memories. With a strong focus on the fundamentals along with an overview of research topics, Developments in Data Storage is an ideal reference for graduate students or beginners in the field of magnetic recording. It also serves as an invaluable reference for future storage technologies including non-volatile memories.

Logic Non-volatile Memory: The Nvm Solutions For Ememory

Download Logic Non-volatile Memory: The Nvm Solutions For Ememory PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 9814460923
Total Pages : 316 pages
Book Rating : 4.8/5 (144 download)

DOWNLOAD NOW!


Book Synopsis Logic Non-volatile Memory: The Nvm Solutions For Ememory by : Hsu Charles Ching-hsiang

Download or read book Logic Non-volatile Memory: The Nvm Solutions For Ememory written by Hsu Charles Ching-hsiang and published by World Scientific. This book was released on 2014-03-18 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Would you like to add the capabilities of the Non-Volatile Memory (NVM) as a storage element in your silicon integrated logic circuits, and as a trimming sector in your high voltage driver and other silicon integrated analog circuits? Would you like to learn how to embed the NVM into your silicon integrated circuit products to improve their performance?This book is written to help you.It provides comprehensive instructions on fabricating the NVM using the same processes you are using to fabricate your logic integrated circuits. We at our eMemory company call this technology the embedded Logic NVM. Because embedded Logic NVM has simple fabrication processes, it has replaced the conventional NVM in many traditional and new applications, including LCD driver, LED driver, MEMS controller, touch panel controller, power management unit, ambient and motion sensor controller, micro controller unit (MCU), security ID setting tag, RFID, NFC, PC camera controller, keyboard controller, and mouse controller. The recent explosive growth of the Logic NVM indicates that it will soon dominate all NVM applications. The embedded Logic NVM was invented and has been implemented in users' applications by the 200+ employees of our eMemory company, who are also the authors and author-assistants of this book.This book covers the following Logic NVM products: One Time Programmable (OTP) memory, Multiple Times Programmable (MTP) memory, Flash memory, and Electrically Erasable Programmable Read Only Memory (EEPROM). The fundamentals of the NVM are described in this book, which include: the physics and operations of the memory transistors, the basic building block of the memory cells and the access circuits.All of these products have been used continuously by the industry worldwide. In-depth readers can attain expert proficiency in the implementation of the embedded Logic NVM technology in their products.

Nonvolatile Memory Design

Download Nonvolatile Memory Design PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1351834193
Total Pages : 207 pages
Book Rating : 4.3/5 (518 download)

DOWNLOAD NOW!


Book Synopsis Nonvolatile Memory Design by : Hai Li

Download or read book Nonvolatile Memory Design written by Hai Li and published by CRC Press. This book was released on 2017-12-19 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: The manufacture of flash memory, which is the dominant nonvolatile memory technology, is facing severe technical barriers. So much so, that some emerging technologies have been proposed as alternatives to flash memory in the nano-regime. Nonvolatile Memory Design: Magnetic, Resistive, and Phase Changing introduces three promising candidates: phase-change memory, magnetic random access memory, and resistive random access memory. The text illustrates the fundamental storage mechanism of these technologies and examines their differences from flash memory techniques. Based on the latest advances, the authors discuss key design methodologies as well as the various functions and capabilities of the three nonvolatile memory technologies.

Emerging Non-Volatile Memories

Download Emerging Non-Volatile Memories PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 1489975373
Total Pages : 273 pages
Book Rating : 4.4/5 (899 download)

DOWNLOAD NOW!


Book Synopsis Emerging Non-Volatile Memories by : Seungbum Hong

Download or read book Emerging Non-Volatile Memories written by Seungbum Hong and published by Springer. This book was released on 2014-11-18 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Metal Oxides for Non-volatile Memory

Download Metal Oxides for Non-volatile Memory PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0128146303
Total Pages : 534 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!


Book Synopsis Metal Oxides for Non-volatile Memory by : Panagiotis Dimitrakis

Download or read book Metal Oxides for Non-volatile Memory written by Panagiotis Dimitrakis and published by Elsevier. This book was released on 2022-03-01 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metal Oxides for Non-volatile Memory: Materials, Technology and Applications covers the technology and applications of metal oxides (MOx) in non-volatile memory (NVM) technology. The book addresses all types of NVMs, including floating-gate memories, 3-D memories, charge-trapping memories, quantum-dot memories, resistance switching memories and memristors, Mott memories and transparent memories. Applications of MOx in DRAM technology where they play a crucial role to the DRAM evolution are also addressed. The book offers a broad scope, encompassing discussions of materials properties, deposition methods, design and fabrication, and circuit and system level applications of metal oxides to non-volatile memory. Finally, the book addresses one of the most promising materials that may lead to a solution to the challenges in chip size and capacity for memory technologies, particular for mobile applications and embedded systems. Systematically covers metal oxides materials and their properties with memory technology applications, including floating-gate memory, 3-D memory, memristors, and much more Provides an overview on the most relevant deposition methods, including sputtering, CVD, ALD and MBE Discusses the design and fabrication of metal oxides for wide breadth of non-volatile memory applications from 3-D flash technology, transparent memory and DRAM technology

CHIPS 2020 VOL. 2

Download CHIPS 2020 VOL. 2 PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319220934
Total Pages : 319 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!


Book Synopsis CHIPS 2020 VOL. 2 by : Bernd Höfflinger

Download or read book CHIPS 2020 VOL. 2 written by Bernd Höfflinger and published by Springer. This book was released on 2015-09-19 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: The release of this second volume of CHIPS 2020 coincides with the 50th anniversary of Moore’s Law, a critical year marked by the end of the nanometer roadmap and by a significantly reduced annual rise in chip performance. At the same time, we are witnessing a data explosion in the Internet, which is consuming 40% more electrical power every year, leading to fears of a major blackout of the Internet by 2020. The messages of the first CHIPS 2020, published in 2012, concerned the realization of quantum steps for improving the energy efficiency of all chip functions. With this second volume, we review these messages and amplify upon the most promising directions: ultra-low-voltage electronics, nanoscale monolithic 3D integration, relevant-data, brain- and human-vision-inspired processing, and energy harvesting for chip autonomy. The team of authors, enlarged by more world leaders in low-power, monolithic 3D, video, and Silicon brains, presents new vistas in nanoelectronics, promising Moore-like exponential growth sustainable through to the 2030s.

Phase Change Memory

Download Phase Change Memory PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031017358
Total Pages : 122 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!


Book Synopsis Phase Change Memory by : Naveen Muralimanohar

Download or read book Phase Change Memory written by Naveen Muralimanohar and published by Springer Nature. This book was released on 2022-05-31 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: As conventional memory technologies such as DRAM and Flash run into scaling challenges, architects and system designers are forced to look at alternative technologies for building future computer systems. This synthesis lecture begins by listing the requirements for a next generation memory technology and briefly surveys the landscape of novel non-volatile memories. Among these, Phase Change Memory (PCM) is emerging as a leading contender, and the authors discuss the material, device, and circuit advances underlying this exciting technology. The lecture then describes architectural solutions to enable PCM for main memories. Finally, the authors explore the impact of such byte-addressable non-volatile memories on future storage and system designs. Table of Contents: Next Generation Memory Technologies / Architecting PCM for Main Memories / Tolerating Slow Writes in PCM / Wear Leveling for Durability / Wear Leveling Under Adversarial Settings / Error Resilience in Phase Change Memories / Storage and System Design With Emerging Non-Volatile Memories

Emerging Memory Technologies

Download Emerging Memory Technologies PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 144199551X
Total Pages : 322 pages
Book Rating : 4.4/5 (419 download)

DOWNLOAD NOW!


Book Synopsis Emerging Memory Technologies by : Yuan Xie

Download or read book Emerging Memory Technologies written by Yuan Xie and published by Springer Science & Business Media. This book was released on 2013-10-21 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Dynamic RAM

Download Dynamic RAM PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1439893756
Total Pages : 382 pages
Book Rating : 4.4/5 (398 download)

DOWNLOAD NOW!


Book Synopsis Dynamic RAM by : Muzaffer A. Siddiqi

Download or read book Dynamic RAM written by Muzaffer A. Siddiqi and published by CRC Press. This book was released on 2017-12-19 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because of their widespread use in mainframes, PCs, and mobile audio and video devices, DRAMs are being manufactured in ever increasing volume, both in stand-alone and in embedded form as part of a system on chip. Due to the optimum design of their components—access transistor, storage capacitor, and peripherals—DRAMs are the cheapest and densest semiconductor memory currently available. As a result, most of DRAM structure research and development focuses on the technology used for its constituent components and their interconnections. However, only a few books are available on semiconductor memories in general and fewer on DRAMs. Dynamic RAM: Technology Advancements provides a holistic view of the DRAM technology with a systematic description of the advancements in the field since the 1970s, and an analysis of future challenges. Topics Include: DRAM cells of all types, including planar, three-dimensional (3-D) trench or stacked, COB or CUB, vertical, and mechanically robust cells using advanced transistors and storage capacitors Advancements in transistor technology for the RCAT, SCAT, FinFET, BT FinFET, Saddle and advanced recess type, and storage capacitor realizations How sub 100 nm trench DRAM technologies and sub 50 nm stacked DRAM technologies and related topics may lead to new research Various types of leakages and power consumption reduction methods in active and sleep mode Various types of SAs and yield enhancement techniques employing ECC and redundancy A worthwhile addition to semiconductor memory research, academicians and researchers interested in the design and optimization of high-density and cost-efficient DRAMs may also find it useful as part of a graduate-level course.

3D Flash Memories

Download 3D Flash Memories PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 9401775125
Total Pages : 380 pages
Book Rating : 4.4/5 (17 download)

DOWNLOAD NOW!


Book Synopsis 3D Flash Memories by : Rino Micheloni

Download or read book 3D Flash Memories written by Rino Micheloni and published by Springer. This book was released on 2016-05-26 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book walks the reader through the next step in the evolution of NAND flash memory technology, namely the development of 3D flash memories, in which multiple layers of memory cells are grown within the same piece of silicon. It describes their working principles, device architectures, fabrication techniques and practical implementations, and highlights why 3D flash is a brand new technology. After reviewing market trends for both NAND and solid state drives (SSDs), the book digs into the details of the flash memory cell itself, covering both floating gate and emerging charge trap technologies. There is a plethora of different materials and vertical integration schemes out there. New memory cells, new materials, new architectures (3D Stacked, BiCS and P-BiCS, 3D FG, 3D VG, 3D advanced architectures); basically, each NAND manufacturer has its own solution. Chapter 3 to chapter 7 offer a broad overview of how 3D can materialize. The 3D wave is impacting emerging memories as well and chapter 8 covers 3D RRAM (resistive RAM) crosspoint arrays. Visualizing 3D structures can be a challenge for the human brain: this is way all these chapters contain a lot of bird’s-eye views and cross sections along the 3 axes. The second part of the book is devoted to other important aspects, such as advanced packaging technology (i.e. TSV in chapter 9) and error correction codes, which have been leveraged to improve flash reliability for decades. Chapter 10 describes the evolution from legacy BCH to the most recent LDPC codes, while chapter 11 deals with some of the most recent advancements in the ECC field. Last but not least, chapter 12 looks at 3D flash memories from a system perspective. Is 14nm the last step for planar cells? Can 100 layers be integrated within the same piece of silicon? Is 4 bit/cell possible with 3D? Will 3D be reliable enough for enterprise and datacenter applications? These are some of the questions that this book helps answering by providing insights into 3D flash memory design, process technology and applications.

Advanced Memory Technology

Download Advanced Memory Technology PDF Online Free

Author :
Publisher : Royal Society of Chemistry
ISBN 13 : 1839165693
Total Pages : 753 pages
Book Rating : 4.8/5 (391 download)

DOWNLOAD NOW!


Book Synopsis Advanced Memory Technology by : Ye Zhou

Download or read book Advanced Memory Technology written by Ye Zhou and published by Royal Society of Chemistry. This book was released on 2023-10-09 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning and Non-volatile Memories

Download Machine Learning and Non-volatile Memories PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 303103841X
Total Pages : 178 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning and Non-volatile Memories by : Rino Micheloni

Download or read book Machine Learning and Non-volatile Memories written by Rino Micheloni and published by Springer Nature. This book was released on 2022-05-25 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the basics of both NAND flash storage and machine learning, detailing the storage problems the latter can help to solve. At a first sight, machine learning and non-volatile memories seem very far away from each other. Machine learning implies mathematics, algorithms and a lot of computation; non-volatile memories are solid-state devices used to store information, having the amazing capability of retaining the information even without power supply. This book will help the reader understand how these two worlds can work together, bringing a lot of value to each other. In particular, the book covers two main fields of application: analog neural networks (NNs) and solid-state drives (SSDs). After reviewing the basics of machine learning in Chapter 1, Chapter 2 shows how neural networks can mimic the human brain; to accomplish this result, neural networks have to perform a specific computation called vector-by-matrix (VbM) multiplication, which is particularly power hungry. In the digital domain, VbM is implemented by means of logic gates which dictate both the area occupation and the power consumption; the combination of the two poses serious challenges to the hardware scalability, thus limiting the size of the neural network itself, especially in terms of the number of processable inputs and outputs. Non-volatile memories (phase change memories in Chapter 3, resistive memories in Chapter 4, and 3D flash memories in Chapter 5 and Chapter 6) enable the analog implementation of the VbM (also called “neuromorphic architecture”), which can easily beat the equivalent digital implementation in terms of both speed and energy consumption. SSDs and flash memories are strictly coupled together; as 3D flash scales, there is a significant amount of work that has to be done in order to optimize the overall performances of SSDs. Machine learning has emerged as a viable solution in many stages of this process. After introducing the main flash reliability issues, Chapter 7 shows both supervised and un-supervised machine learning techniques that can be applied to NAND. In addition, Chapter 7 deals with algorithms and techniques for a pro-active reliability management of SSDs. Last but not least, the last section of Chapter 7 discusses the next challenge for machine learning in the context of the so-called computational storage. No doubt that machine learning and non-volatile memories can help each other, but we are just at the beginning of the journey; this book helps researchers understand the basics of each field by providing real application examples, hopefully, providing a good starting point for the next level of development.

Design Exploration of Emerging Nano-scale Non-volatile Memory

Download Design Exploration of Emerging Nano-scale Non-volatile Memory PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 9781493954971
Total Pages : 0 pages
Book Rating : 4.9/5 (549 download)

DOWNLOAD NOW!


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. This book was released on 2016-09-03 with total page 0 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.