Recurrent Neural Networks Hardware Implementation on FPGA

17 November 2015

Papers citing "Recurrent Neural Networks Hardware Implementation on FPGA"

8 / 8 papers shown

Title
A Survey of Distributed Learning in Cloud, Mobile, and Edge Settings Madison Threadgill A. Gerstlauer 49 1 0 23 May 2024
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays Pedro J. Freire S. Srivallapanondh M. Anderson B. Spinnler T. Bex ... W. Schairer N. Costa Michaela Blott S. Turitsyn Jaroslaw E. Prilepsky 37 10 0 09 Dec 2022
Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml Elham E Khoda D. Rankin R. Teixeira de Lima Philip C. Harris Scott Hauck ... Chaitanya Paikara R. Rao S. Summers C. Vernieri Aaron Wang AI4CE 20 16 0 01 Jul 2022
Deep Learning-based Cattle Activity Classification Using Joint Time-frequency Data Representation Seyedeh Faézeh Hosseini Noorbin S. Layeghy Branislav Kusy Raja Jurdak G. Bishop-Hurley Marius Portmann 24 40 0 06 Nov 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 28 55 0 03 Mar 2020
Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator Tian Zhao Yaqi Zhang K. Olukotun 27 16 0 26 Sep 2019
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs Vladimir Rybalkin Alessandro Pappalardo M. M. Ghaffar Giulio Gambardella Norbert Wehn Michaela Blott 19 72 0 11 Jul 2018
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Franyell Silfa Gem Dot J. Arnau Antonio González 33 39 0 20 Nov 2017