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Updated: Jul 2, 2025

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
Published on: March 2, 2015
On uniform stability and numerical simulations of complex valued neural networks involving generalized Caputo
Sumati Kumari Panda1, Thabet Abdeljawad2,3,4, A M Nagy5,6
1Department of Mathematics, GMR Institute of Technology, Rajam, Andhra Pradesh, 532127, India.
Abstract:
The dynamics and existence results of generalized Caputo fractional derivatives have been studied by several authors. Uniform stability and equilibrium in fractional-order neural networks with generalized Caputo derivatives in real-valued settings, however, have not been extensively studied. In contrast to earlier studies, we first investigate the uniform stability and equilibrium results for complex-valued neural networks within the framework of a generalized Caputo fractional derivative. We investigate the intermittent behavior of complex-valued neural networks in generalized Caputo fractional-order contexts. Numerical results are supplied to demonstrate the viability and accuracy of the presented results. At the end of the article, a few open questions are posed.
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