株式会社極東書店トップ ＞ 商品一覧 ＞ Recurrent Neural Networks: Concepts and Applications.
商品詳細
Recurrent Neural Networks: Concepts and Applications.
・ISBN 978-1-032-08164-9 hard GB£ 187.99
￥59,555.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Kumar Tyagi, Amit / Abraham, Ajith (eds.), |
|---|---|
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2022 |
| ページ数 | 396 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A01-60391＞ |
解説
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.