Deep Learning on FPGAs: Past, Present, and Future

Deep Learning on FPGAs: Past, Present, and Future

13 February 2016

Graham W. Taylor

Papers citing "Deep Learning on FPGAs: Past, Present, and Future"

17 / 17 papers shown

Title
Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation Odrika Iqbal Victor Isaac Torres Muro Sameeksha Katoch A. Spanias Suren Jayasuriya 29 12 0 17 Dec 2021
A Survey on Impact of Transient Faults on BNN Inference Accelerators N. Khoshavi Connor Broyles Yu Bi 27 8 0 10 Apr 2020
PoET-BiN: Power Efficient Tiny Binary Neurons S. Chidambaram P. Langlois J. David MQ 20 4 0 23 Feb 2020
2L-3W: 2-Level 3-Way Hardware-Software Co-Verification for the Mapping of Deep Learning Architecture (DLA) onto FPGA Boards Tolulope A. Odetola Katie M. Groves S. R. Hasan 29 5 0 14 Nov 2019
Big Data Analytics for Large Scale Wireless Networks: Challenges and Opportunities Hongning Dai Raymond Chi-Wing Wong Hao Wang Zibin Zheng A. Vasilakos AI4CE GNN 16 65 0 02 Sep 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 13 147 0 21 Jun 2019
Progressive Stochastic Binarization of Deep Networks David Hartmann Michael Wand MQ 17 1 0 03 Apr 2019
Deep Learning on Mobile Devices - A Review Yunbin Deng 11 120 0 21 Mar 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 65 2,271 0 17 Jan 2019
FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review Ahmad Shawahna S. M. Sait A. El-Maleh 28 372 0 01 Jan 2019
Accelerating CNN inference on FPGAs: A Survey K. Abdelouahab Maxime Pelcat Jocelyn Serot F. Berry AI4CE 30 147 0 26 May 2018
Transformations of High-Level Synthesis Codes for High-Performance Computing Johannes de Fine Licht Maciej Besta Simon Meierhans Torsten Hoefler 10 90 0 21 May 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 703 0 26 Feb 2018
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets Fabian Schuiki Michael Schaffner Frank K. Gürkaynak Luca Benini 31 70 0 19 Feb 2018
Brain Intelligence: Go Beyond Artificial Intelligence Huimin Lu Yujie Li Min Chen Hyoungseop Kim S. Serikawa 26 949 0 04 Jun 2017
A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA K. Abdelouahab C. Bourrasset Maxime Pelcat F. Berry J. Quinton Jocelyn Serot 21 21 0 21 Mar 2017
Deep Embedding Forest: Forest-based Serving with Deep Embedding Features Jiehan Zhu Ying Shan JC Mao Dong Yu Holakou Rahmanian Yi Zhang 14 52 0 15 Mar 2017