|
||||||||||||||||||
|
||||||||||||||||||
|
||||||||||||||||||
よく一緒に購入されている商品
この商品を買った人はこんな商品も買っています
Tom Richardson
|
Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing) Thomas M. Cover |
Shu Lin
|
今井 秀樹
|
Brendan J. Frey
|
商品の説明
内容説明
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Book Description
This textbook offers comprehensive coverage of Shannon's theory of information as well as the theory of neural networks and probabilistic data modelling. It includes explanations of Shannon's important source encoding theorem and noisy channel theorem as well as descriptions of practical data compression systems. Many examples and exercises make the book ideal for students to use as a class textbook, or as a resource for researchers who need to work with neural networks or state-of-the-art error-correcting codes.
登録情報
カタログ情報を更新するまたはイメージに対するお問い合わせ
|
この本のなか見！検索より
（詳細はこちら）
この商品を見た後に買っているのは？
 |
76%のカスタマーが、このページの商品を購入しています。 Information Theory, Inference and Learning Algorithms￥ 5,705 |
 |
10%のカスタマーが Pattern Recognition and Machine Learning (Information Science and Statistics)を購入しています ￥ 10,946 |
 |
8%のカスタマーが Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing)を購入しています￥ 8,844 |
 |
4%のカスタマーが Information Theoryを購入しています￥ 1,328 |
カスタマーレビュー
|
まだカスタマーレビューはありません。
|
|||
|
ビデオレビュー
|
|
リストマニア
|
|
関連商品を探す
- 洋書 > Computers & Internet > Computer Science > Artificial Intelligence
- 洋書 > Computers & Internet > Computer Science > Information Theory
- 洋書 > Computers & Internet > Programming > Algorithms
- 洋書 > Computers & Internet > Software
- 洋書 > Science > Physics
- 洋書 > Special Features > By Authors > Arts & Photography
- 洋書 > Special Features > all foreign books
同じキーワードの商品を探す
フィードバック
- カタログ情報を更新するまたはイメージに対するお問い合わせ
- 著者からのコメント
- 出版社からのコメント
チェックした商品の履歴
(詳細はこちら)|
製品詳細ページやサーチ結果を表示した後、興味のあるページに戻る簡単な方法についてはここを参照してください。 |
