Name: Recurrent Neural Networks: Concepts and Applications (en Inglés)
SKU: 62949290
Price: 71.63 USD
Availability: InStock
Author: Kumar Tyagi Amit,Abraham Ajith

portada Recurrent Neural Networks: Concepts and Applications (en Inglés)

Recurrent Neural Networks: Concepts and Applications (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Kumar Tyagi Amit,Abraham Ajith

Idioma

Inglés

N° páginas

396

Encuadernación

Tapa Blanda

ISBN13

9781032310565

N° edición

Recurrent Neural Networks: Concepts and Applications (en Inglés)

Kumar Tyagi Amit,Abraham Ajith (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "Recurrent Neural Networks: Concepts and Applications (en Inglés)"

The text discusses recurrent neural networks for prediction and offers new insights into the learning algorithms, architectures, and stability of recurrent neural networks. It discusses important topics including recurrent and folding networks, long short-term memory (LSTM) networks, gated recurrent unit neural networks, language modeling, neural network model, activation function, feed-forward network, learning algorithm, neural turning machines, and approximation ability. The text discusses diverse applications in areas including air pollutant modeling and prediction, attractor discovery and chaos, ECG signal processing, and speech processing. Case studies are interspersed throughout the book for better understanding.FEATURES Covers computational analysis and understanding of natural languages Discusses applications of recurrent neural network in e-Healthcare Provides case studies in every chapter with respect to real-world scenarios Examines open issues with natural language, health care, multimedia (Audio/Video), transportation, stock market, and logistics The text is primarily written for undergraduate and graduate students, researchers, and industry professionals in the fields of electrical, electronics and communication, and computer engineering/information technology.