A fast learning algorithm for deep belief nets
- Author
- HINTON, Geoffrey E1 ; OSINDERO, Simon1 ; TEH, Yee-Whye2
[1] Department of Computer Science, University of Toronto, Toronto, M5S 3G4, Canada
[2] Department of Computer Science, National University of Singapore, Singapore 117543, Singapore - Source
Neural computation. 2006, Vol 18, Num 7, pp 1527-1554, 28 p ; ref : 1 p.1/4
- 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)
- Algorithme apprentissage Algorithme glouton Algorithme rapide Calcul neuronal Estimation statistique Loi a priori Mémoire associative Niveau énergie Réseau neuronal Couche cachée Réseau croyance
- Keyword (en)
- Learning algorithm Greedy algorithm Fast algorithm Neural computation Statistical estimation Prior distribution Associative memory Energy level Neural network Belief net
- Keyword (es)
- Algoritmo aprendizaje Algoritmo glotón Algoritmo rápido computación neuronal Estimación estadística Ley a priori Memoria asociativa Nivel energía Red neuronal
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C02 Learning and adaptive systems
- 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
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 17802227
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.2006.18.7.1527 
https://dx.doi.org/10.1162/neco.2006.18.7.1527
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