World Languages Lexicon
10 Language-to-English Dictionaries활성화 함수
Pronunciation / Transliteration: hwal-seong-hwa ham-su
"인공신경망에서는 다양한 활성화 함수가 사용됩니다."
Comprehensive Definitions & Senses
2 senses- 1
A mathematical function used in artificial neural networks to calculate the weighted sum of inputs and biases, determining whether the neuron should be activated.
"The ReLU activation function helps mitigate the vanishing gradient problem in deep neural networks." - 2
A component that introduces non-linearity into a network, allowing it to learn complex patterns and relationships in data.
"Choosing the right activation function is crucial for the convergence speed of the model."
Thesaurus & Semantic Spectrum
Linguistic Origin & Historical Etymology
The term combines 'activation' from the Latin 'activus' (active) via French, referring to the firing of neural impulses, and 'function' from the Latin 'functio' (performance, execution), adopted into mathematics in the 17th century by Leibniz. In the context of artificial intelligence and Chinese computational terminology ('bèijī-hánshù', derived from 激活函数), it describes the mathematical gate that determines whether a neuron should fire.
Which of the following is the closest synonym for "Activation function"?
10 Global Lexicons: How "Activation function" is said worldwide
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fonction d'activation
Transliteration: fɔ̃k.sjɔ̃ daktiv.asjɔ̃
"La fonction d'activation ReLU est très populaire en apprentissage profond."
Aktivierungsfunktion
Transliteration: aktiviːʁʊŋsˌfʊŋkt͡si̯oːn
"Eine Aktivierungsfunktion bringt Nichtlinearität in das neuronale Netz."
funzione di attivazione
Transliteration: funˈtjoːne di attivaˈtsjone
"La funzione di attivazione determina l'output del neurone artificiale."
función de activación
Transliteration: funˈsjon de aktiβaˈsjon
"La función de activación es esencial para redes neuronales profundas."
função de ativação
Transliteration: fũˈsɐ̃w dʒi ativaˈsɐ̃w
"A função de ativação calcula a saída de um neurônio."
सक्रियण फलन
Transliteration: sakriyana phalan
"सक्रियण फलन कृत्रिम तंत्रिका नेटवर्क में महत्वपूर्ण है।"
激活函数
Transliteration: jīhuó hánshù
"激活函数为神经网络引入了非线性能力。"
활성화 함수
Transliteration: hwal-seong-hwa ham-su
"인공신경망에서는 다양한 활성화 함수가 사용됩니다."
活性化関数
Transliteration: kasseika kansū
"活性化関数はニューラルネットワークの非線形性を決定します。"
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