Efficient Processing of Deep Neural Networks. Vivienne Sze
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Название: Efficient Processing of Deep Neural Networks

Автор: Vivienne Sze

Издательство: Ingram

Жанр: Программы

Серия: Synthesis Lectures on Computer Architecture

isbn: 9781681738338

isbn:

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       Efficient Processing of Deep Neural Networks

       Synthesis Lectures on Computer Architecture

      Editors

       Natalie Enright Jerger, University of Toronto

       Margaret Martonosi, Princeton University

      Founding Editor Emeritus

       Mark D. Hill, University of Wisconsin, Madison

      Synthesis Lectures on Computer Architecture publishes 50- to 100-page publications on topics pertaining to the science and art of designing, analyzing, selecting and interconnecting hardware components to create computers that meet functional, performance and cost goals. The scope will largely follow the purview of premier computer architecture conferences, such as ISCA, HPCA, MICRO, and ASPLOS.

      Efficient Processing of Deep Neural Networks

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      A Primer on Memory Consistency and Cache Coherence, Second Edition

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      2020

      Innovations in the Memory System

      Rajeev Balasubramonian

      2019

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      2019

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      2018

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      2018

      General-Purpose Graphics Processor Architectures

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      2018

      Compiling Algorithms for Heterogenous Systems

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      2018

      Architectural and Operating System Support for Virtual Memory

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      2017

      Deep Learning for Computer Architects

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      2017

      On-Chip Networks, Second Edition

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      2017

      Space-Time Computing with Temporal Neural Networks

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      2017

      Hardware and Software Support for Virtualization

      Edouard Bugnion, Jason Nieh, and Dan Tsafrir

      2017

      Datacenter Design and Management: A Computer Architect’s Perspective

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      2016

      A Primer on Compression in the Memory Hierarchy

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      2015

      Research Infrastructures for Hardware Accelerators

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      2015

      Analyzing Analytics

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      2015

      Customizable Computing

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      2015

      Die-stacking Architecture

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      2015

      Single-Instruction Multiple-Data Execution

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      2015

      Power-Efficient Computer Architectures: Recent Advances

      Magnus Själander, Margaret Martonosi, and Stefanos Kaxiras

      2014

      FPGA-Accelerated Simulation of Computer Systems

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      2014

      A Primer on Hardware Prefetching

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      On-Chip Photonic Interconnects: A Computer Architect’s Perspective

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      2013

      Optimization and Mathematical Modeling in Computer Architecture

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      2013

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