Título: Capacidade crítica de armazenamento de uma rede neural com conectividade espaço-teporal estruturada
Autores: Aquere Filho, Karim; Almeida, R. M. C. de; Quillfeldt, J. A.
Resumo: In this paper we present a new neural network model with structured temporal and nite connectivity capable of storing and recovering temporal sequences or cycles of information using a Hebbian-like rule. We perform a series of numerical simulations to determine the critical capability the system using the Hamming distance for cycles and observe that this model presents a better critical capability for long-cycles than short-cycles.
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Páginas: 4
Código DOI: 10.21528/CBRN2001-003
Artigo em pdf: 5cbrn_003.pdf
Arquivo BibTex: 5cbrn_003.bib