Mendeley出力
＜図書＞
Pattern recognition with neural networks in C++
| 責任表示 | Abhijit S. Pandya, Robert B. Macy |
|---|---|
| データ種別 | 図書 |
| 出版情報 | Boca Raton, Fla. : CRC Press , c1996 |
| 本文言語 | 英語 |
| 大きさ | 410 p. : ill. ; 25 cm. + 1 computer disk (3 1/2 in.) |
| 概要 | The addition of artificial neural network computing to traditional pattern recognition has given rise to a new, different, & more powerful methodology that is presented in this interesting book. This ...s a practical guide to the application of artificial neural networks. Geared toward the practitioner, Pattern Recognition with Neural Networks in C++ covers pattern classification & neural network approaches within the same framework. Through the book's presentation of underlying theory & numerous practical examples, readers gain an understanding that will allow them to make judicious design choices rendering neural application predictable & effective. The book provides an intuitive explanation of each method for each network paradigm. This discussion is supported by a rigorous mathematical approach where necessary. C++ has emerged as a rich & descriptive means by which concepts, models, or algorithms can be precisely described. For many of the neural network models discussed, C++ programs are presented for the actual implementation. Pictorial diagrams & in-depth discussions explain each topic. Necessary derivative steps for the mathematical models are included so that readers can incorporate new ideas into their programs as the field advances with new developments. For each approach, the authors clearly state the known theoretical results, the known tendencies of the approach, & their recommendations for getting the best results from the method. The material covered in the book is accessible to working engineers with little or no explicit background in neural networks. However, the material is presented in sufficient depth so that those with prior knowledge will find this book beneficial. Pattern Recognition with Neural Networks in C++ is also suitable for courses in neural networks at an advanced undergraduate or graduate level. This book is valuable for academic as well as practical research. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
芸工図 2F 工学図書室 | 549.92/P21 | 1996 |
|
072032195009181 |
|
書誌詳細
| 一般注記 | Includes bibliographical references and index |
|---|---|
| 著者標目 | *Pandya, Abhijit S. Macy, Robert B. |
| 件 名 | LCSH:Neural networks (Computer science) LCSH:C++ (Computer program language) LCSH:Pattern recognition systems |
| 分 類 | NDC8:007.1 LCC:QA76.87 DC20:006.4 |
| 書誌ID | 1001014253 |
| ISBN | 0849394627 |
| NCID | BA26830619 |
| 巻冊次 | ISBN:0849394627 |
| 登録日 | 2009.09.16 |
| 更新日 | 2009.09.16 |