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Wave Patterns in a Hippocampal Network

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Autor(es):
Souza, Diogo L. M. ; Bentivoglio, Lucas E. ; Borges, Fernando S. ; Sousa, Gustavo A. ; dos Reis, Patricio D. C. ; Caldas, Ibere L. ; Viana, Ricardo L. ; Batista, Antonio M. ; Iarosz, Kelly C.
Número total de Autores: 9
Tipo de documento: Artigo Científico
Fonte: NONLINEAR DYNAMICS, CHAOS, CONTROL, ENERGY TRANSFER AND THEIR APPLICATIONS IN ENGINEERING SCIENCES, DYCAELS 2023; v. 142, p. 10-pg., 2025-01-01.
Resumo

The brain exhibits complex high-order cognitive activity, for instance, traveling waves. In the hippocampus, spatial processing and long-term memory are mediated by such waves. Due to its potential to replicate and explore these oscillatory patterns, mathematical modeling has gained significant attention. In this work, we simulate a hippocampal network and investigate the oscillations that arise within the system. Each neuron is described by the adaptive exponential integrate-and-fire model, interconnected via chemical excitatory synapses. Our findings reveal that different combinations of coupling strength and radius of connection produce different wave shapes. Moreover, we demonstrate a method for spiral waves detection. We show that the appearance of multiple spiral waves leads to global desynchronization. (AU)

Processo FAPESP: 22/04251-7 - Estruturas Fractais em Física de Plasmas
Beneficiário:Iberê Luiz Caldas
Modalidade de apoio: Auxílio à Pesquisa - Pesquisador Visitante - Brasil
Processo FAPESP: 18/03211-6 - Dinâmica não linear
Beneficiário:Iberê Luiz Caldas
Modalidade de apoio: Auxílio à Pesquisa - Temático