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Hardware-Friendly Activation Function Designs and Its Efficient VLSI Implementations for Transformer-Based Applications
Yu Hsiang Huang
*
, Pei Hsuan Kuo,
Juinn Dar Huang
*
此作品的通信作者
電子研究所
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引文 斯高帕斯(Scopus)
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Keyphrases
Transformer-based
100%
Hardware Efficiency
100%
Activation Function
100%
VLSI Implementation
100%
Function Design
100%
New Activation Function
40%
High Efficiency
20%
Transformer
20%
Hardware Implementation
20%
Table-driven
20%
Machine Learning Algorithms
20%
Model Accuracy
20%
Approximation Methods
20%
Highly Flexible
20%
Q-type
20%
Implementation Support
20%
Dying Neuron
20%
Free Hardware
20%
Computer Science
Activation Function
100%
Computer Hardware
100%
Table Lookup
28%
Approximation (Algorithm)
28%
Experimental Result
14%
Hardware Implementation
14%
Machine Learning Algorithm
14%
Related Application
14%
Model Accuracy
14%
Engineering
Activation Function
100%
Lookup Table
28%
Experimental Result
14%
Related Application
14%
Machine Learning Algorithm
14%
Chemical Engineering
Learning System
100%