Accelerating Convolutional Neural Networks in FPGA-based SoCs using a Soft-Core GPU (English)
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In:
Applied Reconfigurable Computing. Architectures, Tools, and Applications
: 17th International Symposium, ARC 2021, Virtual Event, June 29–30, 2021, Proceedings
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Chapter: 20
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275-284
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2021
- Article/Chapter (Book) / Electronic Resource
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Title:Accelerating Convolutional Neural Networks in FPGA-based SoCs using a Soft-Core GPU
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Additional title:Lect.Notes Computer
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Contributors:Derrien, Steven ( editor ) / Hannig, Frank ( editor ) / Diniz, Pedro C. ( editor ) / Chillet, Daniel ( editor ) / Munoz Hernandez, Hector Gerardo ( author ) / Veleski, Mitko ( author ) / Brandalero, Marcelo ( author ) / Hübner, Michael ( author )
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Conference:International Symposium on Applied Reconfigurable Computing ; 2021
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Published in:Applied Reconfigurable Computing. Architectures, Tools, and Applications : 17th International Symposium, ARC 2021, Virtual Event, June 29–30, 2021, Proceedings ; Chapter: 20 ; 275-284Lecture Notes in Computer Science ; 12700 ; 275-284
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Publisher:
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Place of publication:Cham
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Publication date:2021-06-23
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Size:10 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Fast Approximation of the Top-k Items in Data Streams Using a Reconfigurable AcceleratorEbrahim, Ali / Khalifat, Jalal et al. | 2021
- 2
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Exploiting 3D Memory for Accelerated In-Network Processing of Hash Joins in Distributed DatabasesWirth, Johannes / Hofmann, Jaco A. / Thostrup, Lasse / Koch, Andreas / Binnig, Carsten et al. | 2021
- 3
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Evaluation of Different Manual Placement Strategies to Ensure Uniformity of the V-FPGAPfau, Johannes / Zaki, Peter Wagih / Becker, Jürgen et al. | 2021
- 4
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Timing Optimization for Virtual FPGA ConfigurationsWitschen, Linus / Wiersema, Tobias / Nafchi, Masood Raeisi / Bockhorn, Arne / Platzner, Marco et al. | 2021
- 5
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Hardware Based Loop Optimization for CGRA ArchitecturesSunny, Chilankamol / Das, Satyajit / Martin, Kevin J. M. / Coussy, Philippe et al. | 2021
- 6
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Supporting On-Chip Dynamic Parallelism for Task-Based Hardware AcceleratorsHeinz, Carsten / Koch, Andreas et al. | 2021
- 7
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Combining Design Space Exploration with Task Scheduling of Moldable Streaming Tasks on Reconfigurable PlatformsKeller, Jörg / Litzinger, Sebastian / Kessler, Christoph et al. | 2021
- 8
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Task-Based Programming Models for Heterogeneous Recurrent WorkloadsBosch, Jaume / Vidal, Miquel / Filgueras, Antonio / Jiménez-González, Daniel / Álvarez, Carlos / Martorell, Xavier / Ayguadé, Eduard et al. | 2021
- 9
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Multi-layered NoCs with Adaptive Routing for Mixed Criticality SystemsAnantharajaiah, Nidhi / Zhang, Zhe / Becker, Juergen et al. | 2021
- 10
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PDU Normalizer Engine for Heterogeneous In-Vehicle Networks in Automotive GatewaysGonzalez Mariño, Angela / Fons, Francesc / Ming, Li / Moreno Arostegui, Juan Manuel et al. | 2021
- 11
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StreamGrid - An AXI-Stream-Compliant Overlay ArchitectureBlochwitz, Christopher / Philipp, León / Berekovic, Mladen / Pionteck, Thilo et al. | 2021
- 12
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Increasing Side-Channel Resistance by Netlist Randomization and FPGA-Based ReconfigurationAsghar, Ali / Hettwer, Benjamin / Karimov, Emil / Ziener, Daniel et al. | 2021
- 13
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Moving Target and Implementation Diversity Based Countermeasures Against Side-Channel AttacksKhan, Nadir / Hettwer, Benjamin / Becker, Jürgen et al. | 2021
- 14
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Clone-Resistant Secured Booting Based on Unknown Hashing Created in Self-Reconfigurable PlatformZarrouk, Randa / Mulhem, Saleh / Adi, Weal / Berekovic, Mladen et al. | 2021
- 15
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Transparent Near-Memory Computing with a Reconfigurable ProcessorLesniak, Fabian / Kreß, Fabian / Becker, Jürgen et al. | 2021
- 16
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A Dataflow Architecture for Real-Time Full-Search Block Motion EstimationBarba, Jesús / Caba, Julián / Escolar, Soledad / Torre, Jose A. De La / Rincón, Fernando / López, Juan C. et al. | 2021
- 17
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Providing Tamper-Secure SoC Updates Through Reconfigurable HardwareStreit, Franz-Josef / Wildermann, Stefan / Pschyklenk, Michael / Teich, Jürgen et al. | 2021
- 18
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Graviton: A Reconfigurable Memory-Compute Fabric for Data Intensive ApplicationsDhar, Ashutosh / Reckamp, Paul / Xiong, Jinjun / Hwu, Wen-mei / Chen, Deming et al. | 2021
- 19
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Dynamic Spatial Multiplexing on FPGAs with OpenCLJungblut, Pascal / Kranzlmüller, Dieter et al. | 2021
- 20
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Accelerating Convolutional Neural Networks in FPGA-based SoCs using a Soft-Core GPUMunoz Hernandez, Hector Gerardo / Veleski, Mitko / Brandalero, Marcelo / Hübner, Michael et al. | 2021
- 21
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Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance ComputingRamaswami, Arjun / Kenter, Tobias / Kühne, Thomas D. / Plessl, Christian et al. | 2021
- 22
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FPGA Implementation of Custom Floating-Point Logarithm and DivisionCampos, Nelson / Chesnokov, Slava / Edirisinghe, Eran / Lluis, Alexis et al. | 2021
- 23
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On the Suitability of Read only Memory for FPGA-Based CAM Emulation Using Partial ReconfigurationIrfan, Muhammad / Vipin, Kizheppatt / Cheung, Ray C. C. et al. | 2021
- 24
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Domain-Specific Modeling and Optimization for Graph Processing on FPGAsHassan, Mohamed W. / Athanas, Peter M. / Hanafy, Yasser Y. et al. | 2021
- 25
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Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-RaysDanopoulos, Dimitrios / Kachris, Christoforos / Soudris, Dimitrios et al. | 2021