Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science
- Author
- CAVAGNARO, Daniel R1 ; MYUNG, Jay I1 ; PITT, Mark A1 ; KUJALA, Janne V2
[1] Department of Psychology, Ohio State University, Columbus, OH 43201, United States
[2] University of Jyväskylä, Agora Center, Jyväskylä 40014, Finland - Source
Neural computation. 2010, Vol 22, Num 4, pp 887-905, 19 p ; ref : 2 p.3/4
- ISSN
- 0899-7667
- Scientific domain
- Computer science; Neurology; Psychology, psychopathology, psychiatry
- Publisher
- MIT Press, Cambridge, MA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Keyword (fr)
- Analyse discriminante Calcul neuronal Conception optimale Densité probabilité Estimation Bayes Estimation densité Fonction utilité Information mutuelle Interprétation Loi a posteriori Modèle non linéaire Modèle statistique Mémoire Méthode optimisation Méthode statistique Optimisation Plan expérience Plan optimal Réseau neuronal Sciences cognitives 49XX 62H30 62K05 62Kxx 65K10 65Kxx Fonction information mutuelle Plan adaptatif Science cognitive
- Keyword (en)
- Discriminant analysis Neural computation Optimal design Probability density Bayes estimation Density estimation Utility function Mutual information Interpretation Posterior distribution Non linear model Statistical model Memory Optimization method Statistical method Optimization Experimental design Optimal design(statistics) Neural network Cognitive science Adaptive design
- Keyword (es)
- Análisis discriminante computación neuronal Concepción optimal Densidad probabilidad Estimación Bayes Estimación densidad Función utilidad Información mutual Interpretación Ley a posteriori Modelo no lineal Modelo estadístico Memoria Método optimización Método estadístico Optimización Plan experiencia Plan optimal Red neuronal Ciencias cognitivas
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02E Mathematical analysis / 001A02E18 Calculus of variations and optimal control
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C02 Learning and adaptive systems
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C07 Miscellaneous
- Pascal
- 002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A01 General aspects / 002A01B Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects)
- Discipline
- Biological sciences. Generalities. Modelling. Methods Computer science : theoretical automation and systems Generalities in biological sciences Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 22508501
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1162/neco.2009.02-09-959 
https://dx.doi.org/10.1162/neco.2009.02-09-959
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