Sparse Coding via Thresholding and Local Competition in Neural Circuits
- Author
- ROZELL, Christopher J1 ; JOHNSON, Don H1 ; BARANIUK, Richard G1 ; OLSHAUSEN, Bruno A2
[1] Department of Electrical and Computer Engineering, Rice University, Houston, TX 77251-1892, United States
[2] Helen Wills Neuroscience Institute and School of Optometry, University of California, Berkeley, Berkeley, CA 94720-3192, United States - Source
Neural computation. 2008, Vol 20, Num 10, pp 2526-2563, 38 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)
- Algorithme compétitif Algorithme glouton Approximation Calcul neuronal Codage Compétition Conception Erreur moyenne Estimation erreur Estimation moyenne Fonction coût Fonction erreur Implémentation Neurone Noeud structure Plan expérience Réseau neuronal Système dynamique 05Bxx 33B20 37XX 62K99 Circuit neuronal
- Keyword (en)
- Competitive algorithms Greedy algorithm Approximation Neural computation Coding Competition Design Mean error Error estimation Mean estimation Cost function Error function Implementation Neuron Nodes Experimental design Neural network Dynamical system Neural circuit
- Keyword (es)
- Algoritmo glotón Aproximación computación neuronal Codificación Competencia Diseño Error medio Estimación error Estimación promedio Función coste Función error Implementación Neurona Nudo estructura Plan experiencia Red neuronal Sistema dinámico
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02E Mathematical analysis / 001A02E06 Special functions
- 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
- 20612883
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.2008.03-07-486 
https://dx.doi.org/10.1162/neco.2008.03-07-486
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