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MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications

MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications

8 July 2021
N. Ghanathe
Vivek Seshadri
Rahul Sharma
Steve Wilton
Aayan Kumar
ArXiv (abs)PDFHTML

Papers citing "MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications"

6 / 6 papers shown
Title
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into
  Cognizance
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance
N. Jha
Sparsh Mittal
48
16
0
06 Aug 2020
FastWave: Accelerating Autoregressive Convolutional Neural Networks on
  FPGA
FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA
Shehzeen Samarah Hussain
Mojan Javaheripi
Paarth Neekhara
Ryan Kastner
F. Koushanfar
48
21
0
09 Feb 2020
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated
  Recurrent Neural Network
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
Aditya Kusupati
Manish Singh
Kush S. Bhatia
A. Kumar
Prateek Jain
Manik Varma
76
190
0
08 Jan 2019
Fast inference of deep neural networks in FPGAs for particle physics
Fast inference of deep neural networks in FPGAs for particle physics
Javier Mauricio Duarte
Song Han
Philip C. Harris
S. Jindariani
E. Kreinar
...
J. Ngadiuba
M. Pierini
R. Rivera
N. Tran
Zhenbin Wu
AI4CE
154
395
0
16 Apr 2018
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed
  Systems
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi
Ashish Agarwal
P. Barham
E. Brevdo
Zhiwen Chen
...
Pete Warden
Martin Wattenberg
Martin Wicke
Yuan Yu
Xiaoqiang Zheng
289
11,150
0
14 Mar 2016
Internet of Things (IoT): A Vision, Architectural Elements, and Future
  Directions
Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions
J. Gubbi
Rajkumar Buyya
S. Marusic
M. Palaniswami
140
10,918
0
01 Jul 2012
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