Accelerated spike resampling for accurate multiple testing controls.
Neural Comput
; 25(2): 418-49, 2013 Feb.
Article
em En
| MEDLINE
| ID: mdl-23148410
ABSTRACT
Controlling for multiple hypothesis tests using standard spike resampling techniques often requires prohibitive amounts of computation. Importance sampling techniques can be used to accelerate the computation. The general theory is presented, along with specific examples for testing differences across conditions using permutation tests and for testing pairwise synchrony and precise lagged-correlation between many simultaneously recorded spike trains using interval jitter.
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Base de dados:
MEDLINE
Idioma:
En
Revista:
Neural Comput
Assunto da revista:
INFORMATICA MEDICA
Ano de publicação:
2013
Tipo de documento:
Article
País de afiliação:
Estados Unidos