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StrassenNets: Deep Learning with a Multiplication Budget

StrassenNets: Deep Learning with a Multiplication Budget

11 December 2017
Michael Tschannen
Aran Khanna
Anima Anandkumar
ArXivPDFHTML

Papers citing "StrassenNets: Deep Learning with a Multiplication Budget"

5 / 5 papers shown
Title
PQA: Exploring the Potential of Product Quantization in DNN Hardware
  Acceleration
PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration
Ahmed F. AbouElhamayed
Angela Cui
Javier Fernandez-Marques
Nicholas D. Lane
Mohamed S. Abdelfattah
MQ
23
4
0
25 May 2023
Energy awareness in low precision neural networks
Energy awareness in low precision neural networks
Nurit Spingarn-Eliezer
Ron Banner
Elad Hoffer
Hilla Ben-Yaacov
T. Michaeli
38
0
0
06 Feb 2022
High Throughput Matrix-Matrix Multiplication between Asymmetric
  Bit-Width Operands
High Throughput Matrix-Matrix Multiplication between Asymmetric Bit-Width Operands
Dibakar Gope
Jesse G. Beu
Matthew Mattina
17
4
0
03 Aug 2020
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on
  Embedded Systems
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
Xiaofan Zhang
Haoming Lu
Cong Hao
Jiachen Li
Bowen Cheng
...
Jinjun Xiong
Thomas Huang
Humphrey Shi
Wen-mei W. Hwu
Deming Chen
39
92
0
20 Sep 2019
Energy-Constrained Compression for Deep Neural Networks via Weighted
  Sparse Projection and Layer Input Masking
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking
Haichuan Yang
Yuhao Zhu
Ji Liu
CVBM
12
36
0
12 Jun 2018
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