Elements of artificial neural networks / (Record no. 9868)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02214nam a22002657a 4500 |
| 005 - ΗΜΕΡΟΜΗΝΙΑ ΚΑΙ ΩΡΑ ΤΕΛΕΥΤΑΙΑΣ ΕΝΗΜΕΡΩΣΗΣ | |
| Πεδίο ελέγχου | 20250805090512.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| Πεδίο ελέγχου σταθερού μήκους | a|||||r||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| Πεδίο ελέγχου σταθερού μήκους | 250805b |||||||| |||| 00| 0 eng d |
| 020 ## - ISBN | |
| ISBN | 0262133288 |
| 040 ## - ΠΗΓΗ ΚΑΤΑΛΟΓΟΓΡΑΦΗΣΗΣ | |
| Φορέας πρωτότυπης καταλογογράφησης | MC Athens Campus Library |
| Modifying agency | MC Athens Campus Library |
| Γλώσσα καταλογογράφησης | Αγγλικά |
| Κανόνες περιγραφικής καταλογογράφησης | AACR2 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mehrotra, Kishan |
| 9 (RLIN) | 9944 |
| 245 10 - ΤΙΤΛΟΣ ΚΑΙ ΔΗΛΩΣΗ ΥΠΕΥΘΥΝΟΤΗΤΑΣ | |
| Τίτλος | Elements of artificial neural networks / |
| Statement of responsibility, etc. | Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka. |
| 246 30 - VARYING FORM OF TITLE | |
| Title proper/short title | Artificial neural networks |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge, Mass. : |
| Name of publisher, distributor, etc. | MIT Press, |
| Date of publication, distribution, etc. | c1997. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 344 p. : |
| Other physical details | ill. ; |
| Διαστάσεις | 24 cm. |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Τίτλος | Complex adaptive systems |
| 504 ## - ΣΗΜΕΙΩΣΗ ΒΙΒΛΙΟΓΡΑΦΙΑΣ κλπ. | |
| Σημείωση βιβλιογραφίας, κλπ. | Includes bibliographical references (p. [331]-338) and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Elements of Artificial Neural Networks provides a clearly organized general introduction, focusing on a broad range of algorithms, for students and others who want to use neural networks rather than simply study them.<br/><br/>The authors, who have been developing and team teaching the material in a one-semester course over the past six years, describe most of the basic neural network models (with several detailed solved examples) and discuss the rationale and advantages of the models, as well as their limitations. The approach is practical and open-minded and requires very little mathematical or technical background. Written from a computer science and statistics point of view, the text stresses links to contiguous fields and can easily serve as a first course for students in economics and management. The opening chapter sets the stage, presenting the basic concepts in a clear and objective way and tackling important -- yet rarely addressed -- questions related to the use of neural networks in practical situations. Subsequent chapters on supervised learning (single layer and multilayer networks), unsupervised learning, and associative models are structured around classes of problems to which networks can be applied. Applications are discussed along with the algorithms. A separate chapter takes up optimization methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 9 (RLIN) | 9947 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computing |
| 9 (RLIN) | 9851 |
| 700 ## - ΠΡΟΣΘΕΤΗ ΑΝΑΓΡΑΦΗ--ΦΥΣΙΚΟ ΠΡΟΣΩΠΟ | |
| Personal name | Mohan, Chilukuri K. |
| 9 (RLIN) | 9945 |
| 700 ## - ΠΡΟΣΘΕΤΗ ΑΝΑΓΡΑΦΗ--ΦΥΣΙΚΟ ΠΡΟΣΩΠΟ | |
| Personal name | Ranka, Sanjay |
| 9 (RLIN) | 9946 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Τύπος τεκμηρίου | Βιβλιοθήκη | Τρέχουσα τοποθεσία | Barcode | Αριθμός εισαγωγής | Ημερομηνία απόκτησης | Ταξιθετικό σύμβολο | Αριθμός αντιτύπου | Κατάσταση απόσυρσης | Κατάσταση χαμένου | Κατάσταση κατεστραμμένου | Μη δανεισμός | Σύνολο δανεισμών | Ημερομηνία τελευταίας εμφάνισης | Η τιμή ισχύει από |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Books | MC Athens Campus Library | MC Athens Campus Library | 9780000098399 | 8033 | 05/08/2025 | 006.3 MEH | 1 | 05/08/2025 | 05/08/2025 |