Title
Hardware Implementation of Tanh Exponential Activation Function using FPGA
Abstract
The most active research area for Field Programmable Gate Arrays is the Convolution Neural Network (CNN), and the gist of any CNN is an activation function. Therefore, various non-linear activation functions are required for deeper CNN. In this paper, we aim to implement the Tanh Exponential (TanhExp) activation function on Artix-7 and Zynq-7000. To this end, we will use the piecewise linear appro...
Year
DOI
Venue
2021
10.1109/SSD52085.2021.9429506
2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)
Keywords
DocType
ISBN
Convolution,Neural networks,Piecewise linear approximation,Linear approximation,Logic gates,Nonhomogeneous media,Hardware
Conference
978-1-6654-1493-7
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Safa Bouguezzi121.38
Hassene Faiedh200.68
Chokri Souani300.68