Machine Learning Support for Fault Diagnosis of System-on-Chip
Language: English
Published by Springer, 2024
- Softcover
- New
Condition: New
US$ 68.56
Quantity: 5 available
Add to basketItem description from seller
Machine Learning Support for Fault Diagnosis of System-on-Chip | Patrick Girard (u. a.) | Taschenbuch | xi | Englisch | 2024 | Springer | EAN 9783031196416 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Seller Inventory # 128637174
- Title
- Machine Learning Support for Fault Diagnosis of System-on-Chip
- Author
- Patrick Girard (u. a.)
- Publisher
- Springer
- Publication year
- 2024
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3031196414
- ISBN 13
- 9783031196416
- Item weight
- 499 grams
- Dimensions
- 235 x 155 x 18 mm
- Seller catalogs
- Bücher
This book provides a state-of-the-art guide to Machine Learning (ML)-based techniques that have been shown to be highly efficient for diagnosis of failures in electronic circuits and systems. The methods discussed can be used for volume diagnosis after manufacturing or for diagnosis of customer returns. Readers will be enabled to deal with huge amount of insightful test data that cannot be exploited otherwise in an efficient, timely manner. After some background on fault diagnosis and machine learning, the authors explain and apply optimized techniques from the ML domain to solve the fault diagnosis problem in the realm of electronic system design and manufacturing. These techniques can be used for failure isolation in logic or analog circuits, board-level fault diagnosis, or even wafer-level failure cluster identification. Evaluation metrics as well as industrial case studies are used to emphasize the usefulness and benefits of using ML-based diagnosis techniques.
"Synopsis" may belong to another edition of this title.
About the Author
Patrick GIRARD received a M.Sc. degree in Electrical Engineering and a Ph.D. degree in Microelectronics from the University of Montpellier, France, in 1988 and 1992 respectively. He also received the “Habilitation à Diriger des Recherches” degree from the University of Montpellier, France, in 2003. He is currently Research Director at CNRS (French National Center for Scientific Research) and works in the Microelectronics Department of the Laboratory of Informatics, Robotics and Microelectronics of Montpellier (LIRMM) - France.
Patrick Girard is Coordinator of the International Research Project « INSIMIA » (French-Italian Research Program on the Integrity of Integrated Systems in the Era of Artificial Intelligence) created in 2021 by the CNRS and the University of Montpellier, France, with the Politecnico di Torino, Italy. Since 2006, he is deputy director of the French scientific network dedicated to research in the fields of System-on-Chip, Embedded Systems and Connected Objects(SOC2), a network composed of 1400 researchers. From 2010 to 2014, he was Director of the Microelectronics Department at LIRMM, at that time composed of about 100 people. His research interests include all aspects of digital and memory circuit test and reliability, with emphasis on critical constraints such as timing and power. Robust design of neuromorphic circuits, test of approximate circuits, as well as machine learning for fault diagnosis are also part of his new research activities. Patrick Girard is Technical Activities Chair of the Test Technology Technical Council (TTTC) of the IEEE Computer Society. From 2006 to 2010, he was Vice-Chair of the European TTTC (ETTTC) of the IEEE Computer Society. He has served on numerous conference committees including ACM/IEEE Design Automation Conference (DAC), ACM/IEEE Design Automation and Test in Europe (DATE), IEEE International Test Conference (ITC), IEEE VLSI Test Symposium (VTS), IEEE European Test Symposium (ETS), IEEE Asian Test Symposium (ATS), IEEE Computer Society Annual Symposium on VLSI (ISVLSI), and IEEE International NEWCAS Conference.Patrick Girard was the founder and Editor-in-Chief of the ASP Journal of Low Power Electronics (JOLPE). He is an Associate Editor of the IEEE Transactions on Emerging Topics in Computing, the IEEE Transactions on Circuits and Systems I: Regular Papers, the IEEE Transactions on Circuits and Systems II: Express Briefs, and the Journal of Electronic Testing (JETTA - Springer). He was formerly an Associate Editor of the IEEE Transactions on VLSI Systems, IEEE Transactions on Computers, and IEEE Transactions on Computer-Aided Design of Circuits and Systems.
Patrick Girard has been involved in several (34) European research projects (ESPRIT III ATSEC, EUREKA MEDEA, MEDEA+ ASSOCIATE, IST MARLOW, MEDEA+ NanoTEST, CATRENE TOETS, ENIAC ELESIS, CATRENE MASTER_3D, PENTA HADES), national research projects (ANR, FUI), and industrial research projects with major companies like Infineon Technologies, Intel, Atmel, ST-Ericsson, STMicroelectronics, etc.
Patrick Girard has supervised 44 PhD dissertations, and has published 12 books or book chapters, 90 journal papers, and more than 250 conference and symposium papers. He is co-author of 5 patents. He is a Fellow of the IEEE and a Golden Core Member of the IEEE Computer Society.
Shawn Blanton is Joseph F. and Nancy Keithley Professor of Electrical and Computer Engineering at Carnegie Mellon University. In 1995 he received his Ph.D. in Electrical Engineering and Computer Science from the University of Michigan, Ann Arbor. His personal research interests include various aspects of integrated system testing and diagnosis, and the development of design methodologiesand tools for securing hardware systems. He has consulted for various companies, and is the founder of TestWorks, a Carnegie Mellon University spinout focused on information extraction from IC test data. He received a Career Award from the National Science Foundation in 1997, and IBM Faculty Partnership Awards in 2005 and 2006. He has given over 100 invited talks at universities and companies and is the recipient of several best-paper awards. He has published nearly 200 refereed conference and journal papers and has 10 U.S. patents or patent applications filed. He has served on various technical program committees and chaired the 2011 program for the International Test Conference. Dr. Blanton is a fellow of the IEEE and senior member of the ACM.
Dr. Blanton has served as the Interim Vice Provost for Diversity, Equity, and Inclusion for Carnegie Mellon University 2020-21. In this interim role, he focused on diversifyingthe graduate student and faculty populations across the university, along with enhancing and initiating win-win relationships with the Pittsburgh region. He also served as the Acting Associate Dean for Diversity and Inclusion for the College of Engineering from 2019 to 2020. In this role, he was responsible for developing and executing a DEI strategic plan for the college. Dr. Blanton currently serves as the Associate Head of Research and is responsible for developing and executing department research strategies.
Blanton is also significantly involved in the recruitment of underrepresented candidates for graduate school. Most of his activities center on direct recruitment at the annual conventions of various engineering societies that include the National Society of Black Engineers (NSBE), Society of Hispanic Professional Engineers and the American Indian Science and Engineering Society, and he spearheaded the University's efforts for the 2006, 2012 and 2018 NSBE conventions in Pittsburgh. In 2006, Blanton was awarded an Emerald Award for outstanding leadership in recruiting and mentoring minorities for advanced degrees in science and technology, and in 2021 he was awarded the Lifetime Achievement award from the National Society of Black Engineers for exhibiting career technical excellence and leadership in higher education in a career spanning several years.
Li-C. Wang is a professor of the Electrical and Computer Engineering Department at University of California, Santa Barbara (UCSB), USA. He received his PhD in 1996 from the University of Texas at Austin, and was previously with Motorola PowerPC Design Center. He joined UCSB in 2000. In the last two decades, his research focused on investigating how machine learning could be applied in electronic design and test flows. Earlier, his research focused on a variety of topics in Electronic Design Automation and Test, including microprocessor test and verification, statistical timing analysis, defect-oriented testing, and Boolean Satisfiability (SAT) solvers. He received 9 best paper awards and 2 honorable mentioned paper awards from major conferences, including the best paper award from International Test Conference (ITC) 2020 and from VLSI Test Symposium 2016. He is the recipient of the 2010 Technical Excellence Award from Semiconductor Research Corporation (SRC) for his research contributions in data mining for test and validation. He is the recipient of the 2017 TTTC Bob Madge Innovation Award. He is an IEEE fellow. He served as the Program Chair for ITC 2016, and as the General Chair for ITC 2017 and ITC 2018. He helped found the ITC-Asia conference in 2017.
"About the title" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 60 to 60 business days | 60 to 60 business days |
|---|---|---|
| First item | US$ 78.45 | US$ 78.45 |
Payment methods
- Paypal
Store description
preigu betreibt einen Onlineversandhandel mit über 1 Mio. Produkten in verschiedenen Sortimenten. Das Kernsortiment besteht aus Büchern, Medien und Spielwaren. Ein gelungenes Einkaufserlebnis ist das Ziel einer jeden Bestellung bei preigu, denn der Kunde und seine Zufriedenheit stehen an erster Stelle. preigu setzt daher auf einen kompetenten Kundenservice, funktionierende Prozesse und schnelle Reaktion.
Specialty
Bücher, SpielwarenSeller's business information
preigu GmbH & Co. KG
Lengericher Landstraße 19
Osnabrück, Germany 49078
Terms of sale
Standard Business Terms and customer information
I. Standard business terms
§ 1 Basic provisions
(1) The following terms and conditions of business apply for all contracts concluded with us as the supplier (preigu GmbH & Co. KG) via the websites AbeBooks and/or ZVAB. Unless otherwise agreed, the inclusion of your own terms and conditions is explicitly rejected.
(2) A ‘consumer' in the sense of the following regulations is every natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities. The term ‘businessman' refers to every natural person, legal person or legally responsible partnership that concludes a legal transaction in pursuance of his/its independent professional or commercial activity.
§ 2 Conclusion of the contract
(1) The subject-matter of the contract is the selling of products .
(2) If an article is placed by us with AbeBooks or ZVAB, the activation of the page on AbeBooks or ZVAB shall involve the binding offer to conclude a contract under the terms and conditions contained in the article page.
(3) The contract shall become effective via the online shopping cart system as follows:
The products intended for purchase are moved to the "shopping cart". You can select the "Shopping Cart" using the appropriate buttons on the navigation bar and make changes there at any time.
After calling up the "Checkout" page and entering the required personal data and payment and shipping conditions, all order information is then displayed again on the order summary page.
Before submitting the order, you have the ability once more to review or change any information here (you may also use the "back" button on the Internet browser), or to cancel the purchase.
By clicking the "Buy now" button to submit the order, you declare your legally binding acceptance of the order which makes the contract effective.
(4) The execution of the order and the sending of all the details necessitated by the conclusion of the contract take place via e-mail, in a partially-automated manner. Consequently, you have to ensure that the e-mail address that you have deposited with us is the correct one, and that the receipt of the respective e-mails is guaranteed. In particular, you have to ensure that the respective e-mails are not blocked by a SPAM filter.
§ 3 Right of retention, reservation of proprietary rights
(1) You can only exercise a right of retention if the situation in question involves claims arising from the same contractual relationship.
(2) The goods remain our property until the purchase price is paid in full.
§ 4 Warranty
(1) The statutory warranty rights are applicable.
(2) As a consumer, you are requested to promptly check the product for completeness, visible defects and transport damage as soon as it is delivered, and promptly disclose your complaints to us and the shipping company in writing. Even if you do not comply with this request, it shall have no effect on your legal warranty claims.
(3) If a characteristic of the goods deviates from the objective requirements, the deviation shall only be deemed to be agreed if you were informed of the same by us before submitting the contractual declaration and the deviation was expressly and separately agreed between the contracting parties.
§ 5 Choice of law, place of fulfilment, jurisdiction
(1) German law shall apply. This choice of law only applies to customers if it does not result in the revocation of the protection guaranteed by the mandatory provisions of the law of the country in which the respective customer's usual place of residence is located (benefit-of-the-doubt principle).
(2) If you are not a consumer, but a businessman, a legal entity under public law or an institutional fund governed by public law, our place of business is the place of jurisdiction as well as the place of fulfilment for all services that follow from the business relationships that exist with us. The same condition applies to situations in which you are not associated with a general place of jurisdiction in Germany or the EU, as well as situations in which the place of residence or the usual place of residence is not known at the time of commencement of proceedings. This has no bearing on the capacity to call upon the court associated with another place of jurisdiction.
(3) The provisions of the UN Convention on Contracts for the International Sale of Goods are explicitly inapplicable.
II. Customer information
- Identity of the seller
preigu GmbH & Co. KG
Lengericher Landstr. 19
49078 Osnabrück
Germany
Telephone: 0541-580 72 84
E-Mail: mail@preigu.de
We are neither willing nor obliged to participate in dispute resolution proceedings before consumer arbitration boards.
- Information regarding the conclusion of the contract
The technical steps associated with the conclusion of the contract, the contract conclusion itself and the correction options are executed in accordance to the regulations "conclusion of the contract" in our standard business terms (part I.).
- Contractual language, saving the text of the contract
3.1 Contract language shall be English.
3.2 The complete text of the contract is not saved with us. Before the order is sent, the contract data can be printed out or electronically saved using the browser's print function. After the order is received by us, the order data, the legally-mandated details related to distance selling contracts and the standard business terms are re-sent to you via e-mail.
- Main features of the product or service
The key features of the goods and/or services can be found in the respective quote.
- Prices and payment arrangements
5.1 The prices mentioned in the respective offers represent total prices, as do the shipping costs. They include all the price components, including all the incidental taxes.
5.2 The dispatch costs that are incurred are not included in the purchase price. They can be viewed by clicking the appropriate button on our website or in the respective quote, are shown separately over the course of the order transaction and must additionally be borne by you, insofar as free delivery is not confirmed.
5.3 If delivery is made to countries outside of the European Union, we may incur unreasonable additional costs, such as duties, taxes or money transfer fees (transfer or foreign exchange fees charged by the banks), which you must bear.
5.4 You must also bear the costs arising from money transfers in cases in which the delivery is made to an EU Member State, but the payment is initiated outside of the European Union.
5.5 The payment methods that are available to you are shown by clicking the appropriate button on our website or are disclosed in the respective quote.
5.6 Unless otherwise specified for the respective payment methods, the payment claims arising from the contract that has been concluded become payable immediately.
- Delivery conditions
6.1 The delivery conditions, delivery date and existing supply restrictions, if applicable, can be found by clicking the appropriate button on our website or in the respective quote.
Unless a different period is specified in the item description or our delivery conditions, the goods are delivered within 3-5 days after the conclusion of the contract (in case an advance payment has been agreed upon, after the payment authorisation).
6.2 If you are a consumer, the following is statutorily regulated: The risk of the sold item accidentally being destroyed or degraded during shipping only passes over to you when the item in question is delivered, regardless of whether or not the shipping operation is insured. This condition does not apply if you have independently commissioned a transport company that has not been specified by us or a person who has otherwise been appointed to execute the shipping operation.
- Statutory warranty right
Liability for defects is governed by the "Warranty" provisions in our General Terms and Conditions of Business (Part I).
Information on battery disposal
In connection with the sale of batteries or the delivery of devices containing batteries, we are obliged to inform you of the following:
Batteries must not be disposed of with household waste.
You can either return used batteries that we carry or have carried in our range as new batteries to us at your own expense or return them free of charge to our shipping warehouse (shipping address). Alternatively, you can hand in the batteries at your local collection points.
As an end user, you are legally obliged to return used batteries so that they can be recycled or disposed of properly.
Used batteries may contain harmful substances that can damage the environment or your health if not stored or disposed of properly. However, batteries also contain important raw materials such as iron, zinc, manganese or nickel and can be recycled.
The symbols on the batteries have the following meanings:
The symbol of the crossed-out wheelie bin means that the battery must not be disposed of with household waste.
For batteries containing a certain amount of lead, cadmium or mercury, the following additions below the symbol with the crossed-out wheelie bin indicate the respective pollutants:
Pb = Battery contains more than 0.004% lead by weight
Cd = Battery contains more than 0.002% cadmium by weight
Hg = Battery contains more than 0.0005% mercury by weight
Information on the costs involved in accordance with Article 56 (4) of the EU Battery Regulation (Regulation 2023/1542) can be found at the ‘Batterie-Zurück (https://www.batterie-zurueck.de/de/bewirtschaftungvonaltbatterien/)' initiative.
Please pay attention to the above instructions.