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Fundamentos de Redes Neuronales 1: Nivel Básico by Republic, Reinventors

Fundamentos de Redes Neuronales 1: Nivel Básico

by Reinventors Republic
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Book cover type: Paperback
  • ISBN13: 9798324512729
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 170
  • Original Price: USD 15.99
  • Language: Spanish
  • Edition: N/A
  • Item Weight: 304 grams
  • BISAC Subject(s): Languages / Python

En la era actual de la informática y la inteligencia artificial, las redes neuronales han emergido como una poderosa herramienta para abordar una amplia gama de problemas en diversas disciplinas, desde el reconocimiento de patrones hasta la toma de decisiones automatizada. Este libro, "Fundamentos de Redes Neuronales 1", proporciona una introducción detallada y accesible a este fascinante campo, diseñada para lectores que desean comprender y aplicar los principios fundamentales de las redes neuronales.

Este libro aborda los conceptos básicos de las redes neuronales, comenzando con una explicación de cómo las redes neuronales están inspiradas en el funcionamiento del cerebro humano. Se discuten los elementos esenciales de una neurona artificial, incluyendo sus entradas, pesos, función de activación y salida. Los lectores aprenderán cómo se construyen y entrenan las redes neuronales para realizar tareas específicas, como clasificación, regresión y reconocimiento de patrones.

Se exploran diferentes tipos de redes neuronales, incluyendo perceptrones, redes neuronales feedforward, redes neuronales recurrentes (RNN) y redes neuronales convolucionales (CNN). Cada tipo de red neuronal se presenta con sus características distintivas y aplicaciones prácticas en campos como el procesamiento de imágenes, el procesamiento de lenguaje natural y la predicción secuencial.

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