Applied Reconfigurable Computing. Architectures, Tools, and Applications
14th International Symposium, ARC 2018, Santorini, Greece, May 2-4, 2018, Proceedings
Editors: Voros, N., Huebner, M., Keramidas, G., Goehringer, D., Antonopoulos, C.P., Diniz, P.C. (Eds.)
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- About this book
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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.
- Table of contents (42 chapters)
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Approximate FPGA-Based LSTMs Under Computation Time Constraints
Pages 3-15
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Redundancy-Reduced MobileNet Acceleration on Reconfigurable Logic for ImageNet Classification
Pages 16-28
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Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic
Pages 29-42
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Deep Learning on High Performance FPGA Switching Boards: Flow-in-Cloud
Pages 43-54
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SqueezeJet: High-Level Synthesis Accelerator Design for Deep Convolutional Neural Networks
Pages 55-66
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Table of contents (42 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Applied Reconfigurable Computing. Architectures, Tools, and Applications
- Book Subtitle
- 14th International Symposium, ARC 2018, Santorini, Greece, May 2-4, 2018, Proceedings
- Editors
-
- Nikolaos Voros
- Michael Huebner
- Georgios Keramidas
- Diana Goehringer
- Christos P. Antonopoulos
- Pedro C. Diniz
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 10824
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG, part of Springer Nature
- eBook ISBN
- 978-3-319-78890-6
- DOI
- 10.1007/978-3-319-78890-6
- Softcover ISBN
- 978-3-319-78889-0
- Edition Number
- 1
- Number of Pages
- XVI, 753
- Number of Illustrations
- 333 b/w illustrations
- Topics
