MARC details
| 000 -LEADER |
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| fixed length control field |
03120nam a2200229 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20251029180158.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
251029b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783031694202 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.31 |
| Item number |
UNS |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ünsalan, Cem |
| 245 ## - TITLE STATEMENT |
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| Title |
Embedded machine learning with microcontrollers: |
| Remainder of title |
applications on arduino boards |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Cham |
| Name of publisher, distributor, etc. |
Springer |
| Date of publication, distribution, etc. |
2025 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 371 p. |
| 365 ## - TRADE PRICE |
|---|
| Price type code |
EURO |
| Price amount |
64.99 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Table of contents:<br/>Front Matter<br/>Pages i-xiii<br/>Download chapter PDF <br/>Introduction<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 1-6<br/>Hardware to Be Used in the Book<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 7-15<br/>Software to Be Used in the Book<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 17-23<br/>Data Acquisition from Sensors<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 25-49<br/>Introduction to Machine Learning<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 51-81<br/>Classification<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 83-127<br/>Regression<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 129-163<br/>Clustering<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 165-182<br/>The TensorFlow Platform and Keras API<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 183-197<br/>Fundamentals of Neural Networks<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 199-231<br/>Multilayer Neural Networks<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 233-253<br/>Embedding the Neural Network Model to the Microcontroller<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 255-284<br/>Convolutional Neural Networks<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 285-321<br/>Recurrence in Neural Networks<br/>Cem Ünsalan, Berkan Höke, Eren Atmaca<br/>Pages 323-357<br/><br/>[https://link.springer.com/book/10.1007/978-3-031-69421-9] |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This textbook introduces basic and advanced embedded machine learning methods by exploring practical applications on Arduino boards. By covering traditional and neural network-based machine learning methods implemented on microcontrollers, the text is designed for use in courses on microcontrollers and embedded machine learning systems. Following the learning-by-doing approach, the book will enable students to grasp embedded machine learning concepts through real-world examples, providing them with the design and implementation skills needed for a competitive job market. By utilizing a programming environment that enables students to reach and modify microcontroller properties easily, the material allows for fast implementation of the developed system. Students are guided in implementing machine learning methods to be deployed and tested on microcontrollers throughout the book, with the theory behind the implemented methods also emphasized. Sample codes and real-world projects are available for readers and instructors. The book will also be an ideal reference for practicing engineers and electronics hobbyists<br/><br/>(https://link.springer.com/book/10.1007/978-3-031-69421-9) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Network---analysis |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Höke, Berkan |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Atmaca, Eren |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
