Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'

Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'

Citation Author(s):
Yusheng
Xie
Alex Noel
Joseph Raj
Zhendong
Hu
Shaohaohan
Huang
Submitted by:
Alex Noel Joseph raj
Last updated:
Sat, 05/30/2020 - 10:53
DOI:
10.21227/k7qr-5x74
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Abstract: 

This zip file includes supplemental materials for the research "A Twofold Look-up Table Architecture for Efficient Approximation of Activation Functions".

Instructions: 

File list:

Sigmoid_t_LUT/Sigmoid_t_LUT.xpr – the project file of FPGA implementation of Sigmoid in Vivado 2019.1;

Sigmoid_t_LUT/Sigmoid_t_LUT.srcs/sources_1/sigmoid_data_lut.coe –The data-LUT of T-LUT-based approximation of sigmoid function;

Sigmoid_t_LUT/Sigmoid_t_LUT.srcs/sources_1/sigmoid_error_lut.coe –The error-LUT of T-LUT-based approximation of sigmoid function;

Sigmoid_t_LUT/Sigmoid_t_LUT.srcs/sources_1/sigmoid_lut.coe –LUT-based approximation of sigmoid function;

 

Tanh_t_LUT/Tanh_t_LUT.xpr – the project file of FPGA implementation of Tanh in Vivado 2019.1;

Tanh_t_LUT/Tanh_t_LUT.srcs/sources_1/tanh_data_lut.coe –The data-LUT of T-LUT-based approximation of sigmoid function;

Tanh_t_LUT/Tanh_t_LUT.srcs/sources_1/tanh_error_lut.coe –The error-LUT of T-LUT-based approximation of sigmoid function;

Tanh_t_LUT/Tanh_t_LUT.srcs/sources_1/tanh_lut.coe –LUT-based approximation of tanh function;

 

 

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[1] Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang, "Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/k7qr-5x74. Accessed: Jul. 09, 2020.
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doi = {10.21227/k7qr-5x74},
url = {http://dx.doi.org/10.21227/k7qr-5x74},
author = {Yusheng Xie; Alex Noel Joseph Raj; Zhendong Hu; Shaohaohan Huang },
publisher = {IEEE Dataport},
title = {Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'},
year = {2020} }
TY - DATA
T1 - Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'
AU - Yusheng Xie; Alex Noel Joseph Raj; Zhendong Hu; Shaohaohan Huang
PY - 2020
PB - IEEE Dataport
UR - 10.21227/k7qr-5x74
ER -
Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang. (2020). Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'. IEEE Dataport. http://dx.doi.org/10.21227/k7qr-5x74
Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang, 2020. Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'. Available at: http://dx.doi.org/10.21227/k7qr-5x74.
Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang. (2020). "Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'." Web.
1. Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang. Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions' [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/k7qr-5x74
Yusheng Xie, Alex Noel Joseph Raj, Zhendong Hu, Shaohaohan Huang. "Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'." doi: 10.21227/k7qr-5x74