Download PDFOpen PDF in browserComplex Valued Amari_Hopfield Neural Network: Convergence TheoremEasyChair Preprint 115504 pages•Date: December 17, 2023AbstractIn this research paper, a simplified expression for the energy function of a complex Hopfield neural network is derived. Based on that expression, a simplified proof of convergence Theorem is proposed. Several interesting results related to convergence Theorem are proved. Keyphrases: Hopfield neural network, convergence theorem, epsilon perturbation, quadratic form, stable states
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