Exploring Artificial Neural Networks - Avss, Lavanya; C, Venugopal; Geerlapally, Shravan Chandra
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The book provides a comprehensive introduction to the concepts, structures, and applications of artificial neural networks (ANNs). Aimed at beginners, it explains the fundamental principles behind neural networks, such as perceptrons, activation functions, and training algorithms. The book also explores the key types of networks, including feedforward, convolutional, and recurrent networks, and their real-world applications in fields like image recognition, natural language processing, and predictive analytics. With clear explanations and practical examples, the book helps readers understand…mehr

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Produktbeschreibung
The book provides a comprehensive introduction to the concepts, structures, and applications of artificial neural networks (ANNs). Aimed at beginners, it explains the fundamental principles behind neural networks, such as perceptrons, activation functions, and training algorithms. The book also explores the key types of networks, including feedforward, convolutional, and recurrent networks, and their real-world applications in fields like image recognition, natural language processing, and predictive analytics. With clear explanations and practical examples, the book helps readers understand how neural networks work and how they can be applied to solve complex problems.
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