Exploring Memory Hierarchy Design with Emerging Memory Technologies

Exploring Memory Hierarchy Design with Emerging Memory Technologies PDF Author: Guangyu Sun
Publisher: Springer Science & Business Media
ISBN: 3319006819
Category : Technology & Engineering
Languages : en
Pages : 126

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Book Description
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.

Exploring Memory Hierarchy Design with Emerging Memory Technologies

Exploring Memory Hierarchy Design with Emerging Memory Technologies PDF Author: Guangyu Sun
Publisher: Springer Science & Business Media
ISBN: 3319006819
Category : Technology & Engineering
Languages : en
Pages : 126

Get Book Here

Book Description
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.

Exploring Memory Hierarchy Design with Emerging Memory Technologies

Exploring Memory Hierarchy Design with Emerging Memory Technologies PDF Author: Guangyu Sun
Publisher:
ISBN: 9783319006826
Category :
Languages : en
Pages : 132

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Book Description


Emerging Memory Technologies

Emerging Memory Technologies PDF Author: Yuan Xie
Publisher: Springer Science & Business Media
ISBN: 144199551X
Category : Technology & Engineering
Languages : en
Pages : 321

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Book Description
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.

Design Exploration of Emerging Nano-scale Non-volatile Memory

Design Exploration of Emerging Nano-scale Non-volatile Memory PDF Author: Hao Yu
Publisher: Springer Science & Business
ISBN: 1493905511
Category : Technology & Engineering
Languages : en
Pages : 200

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Book Description
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.

Artificial Intelligence and Algorithms in Intelligent Systems

Artificial Intelligence and Algorithms in Intelligent Systems PDF Author: Radek Silhavy
Publisher: Springer
ISBN: 3319911899
Category : Technology & Engineering
Languages : en
Pages : 515

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Book Description
This book presents the latest trends and approaches in artificial intelligence research and its application to intelligent systems. It discusses hybridization of algorithms, new trends in neural networks, optimisation algorithms and real-life issues related to the application of artificial methods. The book constitutes the second volume of the refereed proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held online in April 2018.

Cache and Memory Hierarchy Design

Cache and Memory Hierarchy Design PDF Author: Steven A. Przybylski
Publisher: Morgan Kaufmann
ISBN: 1558601368
Category : Computers
Languages : en
Pages : 1017

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Book Description
A widely read and authoritative book for hardware and software designers. This innovative book exposes the characteristics of performance-optimal single- and multi-level cache hierarchies by approaching the cache design process through the novel perspective of minimizing execution time.

Implantable Bioelectronics

Implantable Bioelectronics PDF Author: Evgeny Katz
Publisher: John Wiley & Sons
ISBN: 3527673164
Category : Science
Languages : en
Pages : 566

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Book Description
Here the renowned editor Evgeny Katz has chosen contributions that cover a wide range of examples and issues in implantable bioelectronics, resulting in an excellent overview of the topic. The various implants covered include biosensoric and prosthetic devices, as well as neural and brain implants, while ethical issues, suitable materials, biocompatibility, and energy-harvesting devices are also discussed. A must-have for both newcomers and established researchers in this interdisciplinary field that connects scientists from chemistry, material science, biology, medicine, and electrical engineering.

Emerging Non-volatile Memory Technologies

Emerging Non-volatile Memory Technologies PDF Author: Wen Siang Lew
Publisher: Springer Nature
ISBN: 9811569126
Category : Science
Languages : en
Pages : 439

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Book Description
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.

Sustainability in Digital Transformation Era: Driving Innovative & Growth

Sustainability in Digital Transformation Era: Driving Innovative & Growth PDF Author: Dr Rajeev Agrawal
Publisher: CRC Press
ISBN: 1040155634
Category : Computers
Languages : en
Pages : 443

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Book Description
In the past few weeks, OpenAI has released ChatGPT (Chat Generative Pre-trained Transformer). ChatGPT emerges as a formidable chatbot, surpassing various iterations of the GPT model, and plays a transformative role in user interactions with AI systems. In the dynamic realm of AI technologies, influential applications like ChatGPT, developed by OpenAI, mir□ror the transformative consideration of the simplicity on multiple facets of our daily lives. This potent technology holds the potential for significant positive changes, particularly in healthcare where the introduction of GPT and chatbot models opens promising avenues for disease treatment and technological innovation.

Embedded Computer Systems: Architectures, Modeling, and Simulation

Embedded Computer Systems: Architectures, Modeling, and Simulation PDF Author: Cristina Silvano
Publisher: Springer Nature
ISBN: 3031460774
Category : Computers
Languages : en
Pages : 504

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Book Description
This book constitutes the proceedings of the 22st International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, which took place in July 2022 in Samos, Greece. The 11 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 45 submissions. The conference covers a wide range of embedded systems design aspects, including machine learning accelerators, and power management and programmable dataflow systems.