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HEBBIAN LEARNING [3 records]
Record 1 - internal organization data 2024-03-18
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- Hebbian learning
1, record 1, English, Hebbian%20learning
correct, standardized
Record 1, Abbreviations, English
Record 1, Synonyms, English
Record 1, Textual support, English
Record number: 1, Textual support number: 1 DEF
Learning that increases the connection weight of a neural connection if the two artificial neurons are activated synchronously and decreases the connection weight if the neurons are activated asynchronously. 2, record 1, English, - Hebbian%20learning
Record number: 1, Textual support number: 1 CONT
Weight change between two units depends on the frequency of both units having positive output simultaneously. This form of weight change is called Hebbian learning, which provides a simple mathematical model for synaptic modification in biological networks. 3, record 1, English, - Hebbian%20learning
Record number: 1, Textual support number: 1 OBS
Hebbian learning : designation and definition standardized by ISO and the International Electrotechnical Commission. 4, record 1, English, - Hebbian%20learning
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- apprentissage de Hebb
1, record 1, French, apprentissage%20de%20Hebb
correct, see observation, masculine noun, standardized
Record 1, Abbreviations, French
Record 1, Synonyms, French
- apprentissage hebbien 2, record 1, French, apprentissage%20hebbien
correct, masculine noun
Record 1, Textual support, French
Record number: 1, Textual support number: 1 DEF
Apprentissage qui augmente le poids synaptique d'une connexion synaptique si les deux neurones artificiels sont activés en synchronisme et diminue le poids synaptique si les neurones sont activés de façon asynchrone. 3, record 1, French, - apprentissage%20de%20Hebb
Record number: 1, Textual support number: 1 OBS
apprentissage de Hebb : désignation et définition normalisées par l'ISO en collaboration avec la Commission électrotechnique internationale. 4, record 1, French, - apprentissage%20de%20Hebb
Record 1, Spanish
Record 1, Textual support, Spanish
Record 2 - external organization data 2006-01-18
Record 2, English
Record 2, Subject field(s)
- Compartment - ISO/IEC JTC 1 Information Technology Vocabulary
Universal entry(ies) Record 2
Record 2, Main entry term, English
- Hebbian learning
1, record 2, English, Hebbian%20learning
correct, standardized
Record 2, Abbreviations, English
Record 2, Synonyms, English
Record 2, Textual support, English
Record number: 2, Textual support number: 1 DEF
learning that increases the connection weight of a neural connection if the two artificial neurons are activated synchronously and decreases the connection weight if the neurons are activated asynchronously 1, record 2, English, - Hebbian%20learning
Record number: 2, Textual support number: 1 OBS
In the simplest case, the amount of change of the connection weight is proportional to the product of the two output values. 1, record 2, English, - Hebbian%20learning
Record number: 2, Textual support number: 2 OBS
Hebbian learning : term and definition standardized by ISO/IEC [ISO/IEC 2382-34 : 1999]. 2, record 2, English, - Hebbian%20learning
Record 2, French
Record 2, Domaine(s)
- Tiroir - ISO/CEI JTC 1 Vocabulaire des technologies de l'information
Entrée(s) universelle(s) Record 2
Record 2, Main entry term, French
- apprentissage de Hebb
1, record 2, French, apprentissage%20de%20Hebb
correct, masculine noun, standardized
Record 2, Abbreviations, French
Record 2, Synonyms, French
Record 2, Textual support, French
Record number: 2, Textual support number: 1 DEF
apprentissage qui augmente le poids synaptique d'une connexion synaptique si les deux neurones artificiels sont activés en synchronisme et diminue le poids synaptique si les neurones sont activés de façon asynchrone 1, record 2, French, - apprentissage%20de%20Hebb
Record number: 2, Textual support number: 1 OBS
Dans le cas le plus simple, la variation du poids synaptique est proportionnelle au produit des deux valeurs de sortie. 1, record 2, French, - apprentissage%20de%20Hebb
Record number: 2, Textual support number: 2 OBS
apprentissage de Hebb : terme et définition normalisés par l'ISO/CEI [ISO/IEC 2382-34:1999]. 2, record 2, French, - apprentissage%20de%20Hebb
Record 2, Spanish
Record 2, Textual support, Spanish
Record 3 - internal organization data 1998-11-24
Record 3, English
Record 3, Subject field(s)
- Artificial Intelligence
Record 3, Main entry term, English
- Hebb rule
1, record 3, English, Hebb%20rule
correct
Record 3, Abbreviations, English
Record 3, Synonyms, English
- Hebbian rule 2, record 3, English, Hebbian%20rule
correct
- Hebbian learning rule 2, record 3, English, Hebbian%20learning%20%20rule
correct
Record 3, Textual support, English
Record number: 3, Textual support number: 1 CONT
A number of different variants trace their ancestry back to Hebb. Perhaps the simplest version is: When unit A and unit B are simultaneously excited, increase the strength of the connection between them. A natural extension of this rule to cover the positive and negative activation values is: Adjust the strength of the connection between units A and B in proportion to the product of their simultaneous activation. For simplicity of reference, we will call this the Hebb rule. 1, record 3, English, - Hebb%20rule
Record 3, French
Record 3, Domaine(s)
- Intelligence artificielle
Record 3, Main entry term, French
- règle de Hebb
1, record 3, French, r%C3%A8gle%20de%20Hebb
correct, feminine noun
Record 3, Abbreviations, French
Record 3, Synonyms, French
- principe hebbien 2, record 3, French, principe%20hebbien
correct, masculine noun
- principe de Hebb 2, record 3, French, principe%20de%20Hebb
correct, masculine noun
- loi de Hebb 3, record 3, French, loi%20de%20Hebb
correct, feminine noun
- loi de la somme des produits externes 3, record 3, French, loi%20de%20la%20somme%20des%20produits%20externes
correct, feminine noun
Record 3, Textual support, French
Record number: 3, Textual support number: 1 DEF
Règle d'apprentissage (selon laquelle) le poids d'une connexion est augmenté, si pour la nouvelle association, les unités reliées par cette connexion ont une activité de même signe, et diminué si pour la nouvelle association les unités ont une activité de signe contraire. 4, record 3, French, - r%C3%A8gle%20de%20Hebb
Record number: 3, Textual support number: 1 CONT
La règle de Hebb est le premier mécanisme d'évolution proposé pour les synapses. Son interprétation pour les réseaux de neurones formels est la suivante : on considère que si deux neurones connectés entre eux sont activés au même moment, la connexion qui les relie doit être renforcée. Dans les cas contraires, elle n'est pas modifiée. 2, record 3, French, - r%C3%A8gle%20de%20Hebb
Record 3, Spanish
Record 3, Textual support, Spanish
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