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Applied Reconfigurable Computing. Architectures, Tools, and Applications

14th International Symposium, ARC 2018, Santorini, Greece, May 2-4, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Nikolaos Voros

    1. Technological Educational Institute of Western Greece, Antirrio, Greece

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  2. Michael Huebner

    1. Ruhr-Universität Bochum, Bochum, Germany

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  3. Georgios Keramidas

    1. Technological Educational Institute of Western Greece, Antirrio, Greece

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  4. Diana Goehringer

    1. Technische Universität Dresden, Dresden, Germany

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  5. Christos Antonopoulos

    1. Technological Educational Institute of Western Greece, Antirio, Greece

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  6. Pedro C. Diniz

    1. INESC-ID, Lisbon, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10824)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ARC 2018.

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Table of contents (60 papers)

  1. Front Matter

    Pages I-XVI
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  2. Machine Learning and Neural Networks

    1. Front Matter

      Pages 1-1
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    2. Approximate FPGA-Based LSTMs Under Computation Time Constraints

      • Michalis Rizakis, Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
      Pages 3-15

    3. Redundancy-Reduced MobileNet Acceleration on Reconfigurable Logic for ImageNet Classification

      • Jiang Su, Julian Faraone, Junyi Liu, Yiren Zhao, David B. Thomas, Philip H. W. Leong et al.
      Pages 16-28

    4. Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic

      • Jiang Su, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Gianluca Durelli, David B. Thomas et al.
      Pages 29-42

    5. Deep Learning on High Performance FPGA Switching Boards: Flow-in-Cloud

      • Kazusa Musha, Tomohiro Kudoh, Hideharu Amano
      Pages 43-54

    6. SqueezeJet: High-Level Synthesis Accelerator Design for Deep Convolutional Neural Networks

      • Panagiotis G. Mousouliotis, Loukas P. Petrou
      Pages 55-66

    7. Efficient Hardware Acceleration of Recommendation Engines: A Use Case on Collaborative Filtering

      • Konstantinos Katsantonis, Christoforos Kachris, Dimitrios Soudris
      Pages 67-78

  3. FPGA-Based Design and CGRA Optimizations

    1. Front Matter

      Pages 79-79
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    2. VerCoLib: Fast and Versatile Communication for FPGAs via PCI Express

      • Oğuzhan Sezenlik, Sebastian Schüller, Joachim K. Anlauf
      Pages 81-92

    3. Lookahead Memory Prefetching for CGRAs Using Partial Loop Unrolling

      • Lukas Johannes Jung, Christian Hochberger
      Pages 93-104

    4. Performance Estimation of FPGA Modules for Modular Design Methodology Using Artificial Neural Network

      • Kalindu Herath, Alok Prakash, Thambipillai Srikanthan
      Pages 105-118

    5. Achieving Efficient Realization of Kalman Filter on CGRA Through Algorithm-Architecture Co-design

      • Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay, Soumyendu Raha, S. K. Nandy, Ranjani Narayan
      Pages 119-131

    6. FPGA-Based Memory Efficient Shift-And Algorithm for Regular Expression Matching

      • Junsik Kim, Jaehyun Park
      Pages 132-141

    7. Towards an Optimized Multi FPGA Architecture with STDM Network: A Preliminary Study

      • Kazuei Hironaka, Ng. Anh Vu Doan, Hideharu Amano
      Pages 142-150

  4. Applications and Surveys

    1. Front Matter

      Pages 151-151
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    2. An FPGA/HMC-Based Accelerator for Resolution Proof Checking

      • Tim Hansmeier, Marco Platzner, David Andrews
      Pages 153-165

    3. An Efficient FPGA Implementation of the Big Bang-Big Crunch Optimization Algorithm

      • Almabrok Abdoalnasir, Mihalis Psarakis, Anastasios Dounis
      Pages 166-177

    4. ReneGENE-GI: Empowering Precision Genomics with FPGAs on HPCs

      • Santhi Natarajan, N. KrishnaKumar, Debnath Pal, S. K. Nandy
      Pages 178-191

    5. FPGA-Based Parallel Pattern Matching

      • Masahiro Fukuda, Yasushi Inoguchi
      Pages 192-203
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Other volumes

  1. Applied Reconfigurable Computing. Architectures, Tools, and Applications

Keywords

About this book

This book constitutes the proceedings of the 14th International Conference on Applied Reconfigurable Computing, ARC 2018, held in Santorini, Greece, in May 2018. 

The 29 full papers and 22 short presented in this volume were carefully reviewed and selected from 78 submissions. In addition, the volume contains 9 contributions from research projects. The papers were organized in topical sections named: machine learning and neural networks; FPGA-based design and CGRA optimizations; applications and surveys; fault-tolerance, security and communication architectures; reconfigurable and adaptive architectures; design methods and fast prototyping; FPGA-based design and applications; and special session: research projects. 

Editors and Affiliations

  • Technological Educational Institute of Western Greece, Antirrio, Greece

    Nikolaos Voros, Georgios Keramidas

  • Ruhr-Universität Bochum, Bochum, Germany

    Michael Huebner

  • Technische Universität Dresden, Dresden, Germany

    Diana Goehringer

  • Technological Educational Institute of Western Greece, Antirio, Greece

    Christos Antonopoulos

  • INESC-ID, Lisbon, Portugal

    Pedro C. Diniz

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