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(Reference retrieved automatically from Web of Science through information on FAPESP grant and its corresponding number as mentioned in the publication by the authors.)

Retrieving a Context Tree from EEG Data

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Duarte, Aline [1] ; Fraiman, Ricardo [2, 3] ; Galves, Antonio [1] ; Ost, Guilherme [4] ; Vargas, Claudia D. [5]
Total Authors: 5
[1] Univ Sao Paulo, Inst Matemat & Estat, BR-05508090 Sao Paulo - Brazil
[2] Inst Pasteur Montevideo, Montevideo 11400 - Uruguay
[3] Univ Republica, Ctr Matemat, Montevideo - Uruguay
[4] Univ Fed Rio de Janeiro, Inst Matemat, BR-21941909 Rio De Janeiro - Brazil
[5] Univ Fed Rio de Janeiro, Inst Biofis, BR-21941902 Rio De Janeiro - Brazil
Total Affiliations: 5
Document type: Journal article
Source: MATHEMATICS; v. 7, n. 5 MAY 2019.
Web of Science Citations: 0

It has been repeatedly conjectured that the brain retrieves statistical regularities from stimuli. Here, we present a new statistical approach allowing to address this conjecture. This approach is based on a new class of stochastic processes, namely, sequences of random objects driven by chains with memory of variable length. (AU)

FAPESP's process: 16/17791-9 - Interacting processes with variable range memory in neurobiological models
Grantee:Aline Duarte de Oliveira
Support type: Scholarships in Brazil - Post-Doctorate
FAPESP's process: 13/07699-0 - Research, Innovation and Dissemination Center for Neuromathematics - NeuroMat
Grantee:Jefferson Antonio Galves
Support type: Research Grants - Research, Innovation and Dissemination Centers - RIDC
FAPESP's process: 16/17789-4 - Stability, statistical selection of models and hydrodynamic boundary for interacting chains with variable reach memory
Grantee:Guilherme Ost de Aguiar
Support type: Scholarships in Brazil - Post-Doctorate