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Existence and stability of periodic solutions in a neural field equation

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We study the existence and linear stability of stationary periodic solutions to a neural field model, an intergo-differential equation of the Hammerstein type. Under the assumption that the activation function is a discontinuous step function and the kernel is decaying sufficiently fast, we formulate necessary and sufficient conditions for the existence of a special class of solutions that we call 1-bump periodic solutions. We then analyze the stability of these solutions by studying the spectrum of the Frechet derivative of the corresponding Hammerstein operator. We prove that the spectrum of this operator agrees up to zero with the spectrum of a block Laurent operator. We show that the non-zero spectrum consists of only eigenvalues and obtain an analytical expression for the eigenvalues and the eigenfunctions. The results are illustrated by multiple examples.

Keywords

nonlinear integral equations, sigmoid type nonlinearities, neural field model, periodic solutions, block Laurent operators

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DOI

10.20310/2686-9667-2021-26-135-271-295

UDC

517.98

Pages

271-295

References

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Received

2021-06-23

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Scientific articles

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