Improving Neural Network Efficiency Using Piecewise Linear Approximation of Activation Functions

Activation functions play a pivotal role in Neural Networks by enabling the modeling of complex non-linear relationships within data. However, the computational cost associated with certain activation functions, such as the hyperbolic tangent (tanh) and its gradient, can be substantial. In this stud...

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Veröffentlicht in:	Proceedings of the International Florida Artificial Intelligence Research Society Conference Jg. 38; H. 1
Hauptverfasser:	Reddy, Pavan, Gujral, Aditya Sanjay
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	LibraryPress@UF 14.05.2025
ISSN:	2334-0754, 2334-0762
Online-Zugang:	Volltext
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