Dynamics of Heterogeneous Hopfield Neural Network with Adaptive Activation Function Based on Memristor

Physics, Electromagnetism, Information Science, Artificial Intelligence,
memristor   adaptive activation function   Hopfield neural network   multi-scroll attractors   chaotic phenomena  

Study of Heterogeneous Hopfield Neural Networks: Dynamic Behavior Analysis Combining Adaptive Activation Functions and Memristors This study investigates the impact of nonlinear factors on the dynamic behavior of neural networks. Specifically, activation functions and memristors are commonly used as nonlinear factors to construct chaotic systems an...