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On the momentum term in gradient descent learning algorithms

Author
NING QIAN1
[1] Center for Neurobiology and Behavior, Columbia University, 722 W. 168th Street, New York, NY 10032, United States
Source

Neural networks. 1999, Vol 12, Num 1, pp 145-151 ; ref : 11 ref

ISSN
0893-6080
Scientific domain
Electronics; Computer science; Neurology
Publisher
Elsevier Science, Oxford
Publication country
United Kingdom
Document type
Article
Language
English
Keyword (fr)
Algorithme apprentissage Amortissement Comportement critique Etude théorique Gradient Oscillateur harmonique Quantité mouvement Vitesse convergence
Keyword (en)
Learning algorithm Damping Critical behavior Theoretical study Gradient Harmonic oscillator Momentum Convergence speed
Keyword (es)
Algoritmo aprendizaje Amortiguación Comportamiento crítico Estudio teórico Gradiente Oscilador armónico Cantidad movimiento Velocidad convergencia
Classification
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 / 001D02C06 Connectionism. Neural networks

Discipline
Computer science : theoretical automation and systems
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
1867630

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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