Neural networks : the official journal of the International Neural Network Society
Hopfield neural networks with diverse activation functions: impact of variable action gradients and electromagnetic radiation effects.
Bertrand Frederick Boui A Boya, Lyudmila Klimentyevna Babenko, Jose De Jesus Rangel-Magdaleno, Jacques Kengne, Jeferson Andres Garzon-Gonzalez, Gennady Evgenievich Veselov
Published: 202510.1016/j.neunet.2025.108333
Abstract
Activation functions and their variable gradient action are pivotal in bridging artificial neural networks with the dynamic behavior of biological neurons. This study examines the dynamics of a Hopfield Neural Network (HNN) with heterogeneous activat…
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