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:
Tue, 05/17/2022 - 22:17
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;