Retrieving a Context Tree from EEG Data
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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2019-05-01
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| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/7/5/427 |
| _version_ | 1811333151680626688 |
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| author | Aline Duarte Ricardo Fraiman Antonio Galves Guilherme Ost Claudia D. Vargas |
| author_facet | Aline Duarte Ricardo Fraiman Antonio Galves Guilherme Ost Claudia D. Vargas |
| author_sort | Aline Duarte |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-13T16:47:39Z |
| format | Article |
| id | doaj.art-9968ad192ff54f6aadef6ccaa608a852 |
| institution | Directory Open Access Journal |
| issn | 2227-7390 |
| language | English |
| last_indexed | 2024-04-13T16:47:39Z |
| publishDate | 2019-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj.art-9968ad192ff54f6aadef6ccaa608a8522022-12-22T02:39:02ZengMDPI AGMathematics2227-73902019-05-017542710.3390/math7050427math7050427Retrieving a Context Tree from EEG DataAline Duarte0Ricardo Fraiman1Antonio Galves2Guilherme Ost3Claudia D. Vargas4Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo 05508-090, BrazilCentro de Matemática, Universidad de la República, Uruguay and Instituto Pasteur de Montevideo, Montevideo 11400, UruguayInstituto de Matemática e Estatística, Universidade de São Paulo, São Paulo 05508-090, BrazilInstituto de Matemática, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-909, BrazilInstituto de Biofísica, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, BrazilIt 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.https://www.mdpi.com/2227-7390/7/5/427stochastic chains with memory of variable lengthsequences of random objects driven by context tree modelsstochastic modeling of EEG data |
| spellingShingle | Aline Duarte Ricardo Fraiman Antonio Galves Guilherme Ost Claudia D. Vargas Retrieving a Context Tree from EEG Data Mathematics stochastic chains with memory of variable length sequences of random objects driven by context tree models stochastic modeling of EEG data |
| title | Retrieving a Context Tree from EEG Data |
| title_full | Retrieving a Context Tree from EEG Data |
| title_fullStr | Retrieving a Context Tree from EEG Data |
| title_full_unstemmed | Retrieving a Context Tree from EEG Data |
| title_short | Retrieving a Context Tree from EEG Data |
| title_sort | retrieving a context tree from eeg data |
| topic | stochastic chains with memory of variable length sequences of random objects driven by context tree models stochastic modeling of EEG data |
| url | https://www.mdpi.com/2227-7390/7/5/427 |
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