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    Filter #algebra-lineal 1 #aprendizaje-automatico 1 #clasificacion 1 #deep-learning 1 #formulacion-matematica 1 #funcion-lineal 1 #funciones-activacion 1 #probabilidad 1 #redes-neuronales 1 #regresion 1 #retropropagacion 1 #softmax 1
    Softmax Function: Activation for Classification
    Artificial Intelligence

    Softmax Function: Activation for Classification

    La función Softmax convierte vectores de salida de una red neuronal en distribuciones de probabilidad. Es el estándar para clasificación multiclase y el fundamento matemático de los modelos de lenguaje.

    177 9 min March 24, 2023 4.2
    Linear Function: A Common Activation Function
    Artificial Intelligence

    Linear Function: A Common Activation Function

    La función lineal es la función de activación más simple en redes neuronales. Útil para regresión, pero con limitaciones críticas para capas ocultas: no introduce no linealidad.

    49 9 min March 24, 2023 4.4
    Mathematical Formulation of Artificial Neural Network Input
    Artificial Intelligence

    Mathematical Formulation of Artificial Neural Network Input

    Cómo se representan matemáticamente las entradas, pesos y funciones de activación en una red neuronal artificial, y cómo el algoritmo de retropropagación ajusta esos pesos durante el entrenamiento.

    59 9 min March 24, 2023 4.3
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