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Artificial neural networks / Kevin L.priddy
Titre : Artificial neural networks : an introduction Type de document : texte imprimé Auteurs : Kevin L.priddy, ; Paul E. Keller, Auteur Editeur : New delhi : Prentice hall of india Année de publication : 2007 Importance : 166 p Présentation : couv.illi.fig.ima.tab.ind Format : 23.5x17.5 cm ISBN/ISSN/EAN : 978-81-203-3229-4 Langues : Anglais (eng) Langues originales : Anglais (eng) Index. décimale : 621 Physique appliquée Résumé :
This concise tutorial text provides the reader with an understanding of artificial neural networks (ANNs) and their application, beginning with the biological systems which inspired them, through the learning methods that have been developed and the data collection processes, to the many ways ANNs are being used today. The material is presented with a minimum of math (although the mathematical details are included in the appendices for interested readers), and with a maximum of hands-on experience. All specialized terms are included in a glossary. The result is a highly readable text that will teach the engineer the guiding principles necessary to use and apply artificial neural networks.
Note de contenu :
CHAPTER 1.
Introduction
Chapter Outline -
1.1. The Neuron
1.2. Modeling Neurons
1.3. The Feedforward Neural Network
1.3.1. The Credit-Assignment Problem
1.3.2. Complexity
1.4. Historical Perspective on Computing with Artificial Neurons
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CHAPTER 2.
Learning Methods
Chapter Outline -
2.1. Supervised Training Methods
2.2. Unsupervised Training Methods
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CHAPTER 3.
Data Normalization
Chapter Outline -
3.1. Statistical or Z-Score Normalization
3.2. Min-Max Normalization
3.3. Sigmoidal or SoftMax Normalization
3.4. Energy Normalization
3.5. Principal Components Normalization
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CHAPTER 4.
Data Collection, Preparation, Labeling, and Input Coding
Chapter Outline -
4.1. Data Collection
4.1.1. Data-Collection Plan
4.1.2. Biased Data Set
4.1.3. Amount of Data
4.1.4. Features/Measurements
4.1.5. Data Labeling
4.2. Feature Selection and Extraction
4.2.1. The Curse of Dimensionality
4.2.2. Feature Reduction/Dimensionality Reduction
4.2.3. Feature Distance Metrics
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CHAPTER 5.
Output Coding
Chapter Outline -
5.1. Classifier Coding
5.2. Estimator Coding
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CHAPTER 6.
Post-processing
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CHAPTER 7.
Supervised Training Methods
Chapter Outline -
7.1. The Effects of Training Data on Neural Network Performance
7.1.1. Comparative Analysis
7.2. Rules of Thumb for Training Neural Networks
7.2.1. Foley’s Rule
7.2.2. Cover’s Rule
7.2.3. VC Dimension
7.2.4. The Number of Hidden Layers
7.2.5. Number of Hidden Neurons
7.2.6. Transfer Functions
7.3. Training and Testing
7.3.1. Split-Sample Testing
7.3.2. Use of Validation Error
7.3.3. Use of Validation Error to Select Number of Hidden Neurons
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CHAPTER 8.
unsupervised Training Methods
Chapter Outline -
8.1. Self-Organizing Maps (SOMs)
8.1.1. SOM Training
8.1.2. An Example Problem Solution Using the SOM
8.2. Adaptive Resonance Theory Network
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CHAPTER 9.
Recurrent Neural Networks
Chapter Outline -
9.1. Hopfield Neural Networks
9.2. The Bidirectional Associative Memory (BAM)
9.3. The Generalized Linear Neural Network
9.3.1. GLNN Example
9.4. Real-Time Recurrent Network
9.5. Elman Recurrent Network
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CHAPTER 10.
A Plethora of Applications
Chapter Outline -
10.1. Function Approximation
10.2. Function Approximation—Boston Housing Example
10.3. Function Approximation—Cardiopulmonary Modeling
10.4. Pattern Recognition—Tree Classifier Example
10.5. Pattern Recognition—Handwritten Number Rrecognition Example
10.6. Pattern Recognition—Electronic Nose Example
10.7. Pattern recognition—Airport Scanner Texture Recognition Example
10.8. Self Organization—Serial Killer Data-Mining Example
10.9. Pulse-Coupled Neural Networks—Image Segmentation Example
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CHAPTER 11.
Dealing with Limited Amounts of Data
Chapter Outline -
11.1. K-fold Cross-Validation
11.2. Leave-one-out Cross-Validation
11.3. Jackknife Resampling
11.4. Bootstrap Resampling
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Appendix A. The Feedforward Neural Network
Chapter Outline -
A.1. Mathematics of the Feedforward Process
A.2. The Backpropagation Algorithm
A.2.1. Generalized Delta Rule
A.2.2. Backpropagation Process
A.2.3. Advantages and Disadvantages of Backpropagation
A.3. Alternatives to Backpropagation
A.3.1. Conjugate Gradient Descent
A.3.2. Cascade Correlation
A.3.3. Second-Order Gradient Techniques
A.3.4. Evolutionary Computation
"
Artificial neural networks : an introduction [texte imprimé] / Kevin L.priddy, ; Paul E. Keller, Auteur . - New delhi : Prentice hall of india, 2007 . - 166 p : couv.illi.fig.ima.tab.ind ; 23.5x17.5 cm.
ISBN : 978-81-203-3229-4
Langues : Anglais (eng) Langues originales : Anglais (eng)
Index. décimale : 621 Physique appliquée Résumé :
This concise tutorial text provides the reader with an understanding of artificial neural networks (ANNs) and their application, beginning with the biological systems which inspired them, through the learning methods that have been developed and the data collection processes, to the many ways ANNs are being used today. The material is presented with a minimum of math (although the mathematical details are included in the appendices for interested readers), and with a maximum of hands-on experience. All specialized terms are included in a glossary. The result is a highly readable text that will teach the engineer the guiding principles necessary to use and apply artificial neural networks.
Note de contenu :
CHAPTER 1.
Introduction
Chapter Outline -
1.1. The Neuron
1.2. Modeling Neurons
1.3. The Feedforward Neural Network
1.3.1. The Credit-Assignment Problem
1.3.2. Complexity
1.4. Historical Perspective on Computing with Artificial Neurons
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 2.
Learning Methods
Chapter Outline -
2.1. Supervised Training Methods
2.2. Unsupervised Training Methods
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 3.
Data Normalization
Chapter Outline -
3.1. Statistical or Z-Score Normalization
3.2. Min-Max Normalization
3.3. Sigmoidal or SoftMax Normalization
3.4. Energy Normalization
3.5. Principal Components Normalization
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 4.
Data Collection, Preparation, Labeling, and Input Coding
Chapter Outline -
4.1. Data Collection
4.1.1. Data-Collection Plan
4.1.2. Biased Data Set
4.1.3. Amount of Data
4.1.4. Features/Measurements
4.1.5. Data Labeling
4.2. Feature Selection and Extraction
4.2.1. The Curse of Dimensionality
4.2.2. Feature Reduction/Dimensionality Reduction
4.2.3. Feature Distance Metrics
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 5.
Output Coding
Chapter Outline -
5.1. Classifier Coding
5.2. Estimator Coding
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 6.
Post-processing
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 7.
Supervised Training Methods
Chapter Outline -
7.1. The Effects of Training Data on Neural Network Performance
7.1.1. Comparative Analysis
7.2. Rules of Thumb for Training Neural Networks
7.2.1. Foley’s Rule
7.2.2. Cover’s Rule
7.2.3. VC Dimension
7.2.4. The Number of Hidden Layers
7.2.5. Number of Hidden Neurons
7.2.6. Transfer Functions
7.3. Training and Testing
7.3.1. Split-Sample Testing
7.3.2. Use of Validation Error
7.3.3. Use of Validation Error to Select Number of Hidden Neurons
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 8.
unsupervised Training Methods
Chapter Outline -
8.1. Self-Organizing Maps (SOMs)
8.1.1. SOM Training
8.1.2. An Example Problem Solution Using the SOM
8.2. Adaptive Resonance Theory Network
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 9.
Recurrent Neural Networks
Chapter Outline -
9.1. Hopfield Neural Networks
9.2. The Bidirectional Associative Memory (BAM)
9.3. The Generalized Linear Neural Network
9.3.1. GLNN Example
9.4. Real-Time Recurrent Network
9.5. Elman Recurrent Network
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 10.
A Plethora of Applications
Chapter Outline -
10.1. Function Approximation
10.2. Function Approximation—Boston Housing Example
10.3. Function Approximation—Cardiopulmonary Modeling
10.4. Pattern Recognition—Tree Classifier Example
10.5. Pattern Recognition—Handwritten Number Rrecognition Example
10.6. Pattern Recognition—Electronic Nose Example
10.7. Pattern recognition—Airport Scanner Texture Recognition Example
10.8. Self Organization—Serial Killer Data-Mining Example
10.9. Pulse-Coupled Neural Networks—Image Segmentation Example
DOWNLOAD PDF
SAVE TO MY LIBRARY
CHAPTER 11.
Dealing with Limited Amounts of Data
Chapter Outline -
11.1. K-fold Cross-Validation
11.2. Leave-one-out Cross-Validation
11.3. Jackknife Resampling
11.4. Bootstrap Resampling
DOWNLOAD PDF
SAVE TO MY LIBRARY
Appendix A. The Feedforward Neural Network
Chapter Outline -
A.1. Mathematics of the Feedforward Process
A.2. The Backpropagation Algorithm
A.2.1. Generalized Delta Rule
A.2.2. Backpropagation Process
A.2.3. Advantages and Disadvantages of Backpropagation
A.3. Alternatives to Backpropagation
A.3.1. Conjugate Gradient Descent
A.3.2. Cascade Correlation
A.3.3. Second-Order Gradient Techniques
A.3.4. Evolutionary Computation
"
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Exemplaires (2)
Code-barres Cote Support Localisation Section Disponibilité 10/158521 L/621.859 Livre Bibliothèque Science et Technologie indéterminé Exclu du prêt 10/158522 L/621.859 Livre Bibliothèque Science et Technologie indéterminé Disponible Digital systems / Ronald J.Tocci
Titre : Digital systems : principles and applications + CD ROM Type de document : texte imprimé Auteurs : Ronald J.Tocci, ; Neal Widmer, Auteur ; Gregory L, Moss, Auteur Mention d'édition : 2 nd édition Editeur : New delhi : Prentice hall of india Année de publication : 2008 Importance : 939 p Présentation : cov.ill.fig.tab.gloss.ind. Format : 28x22 cm ISBN/ISSN/EAN : 978-81-203-3417-5 Langues : Anglais (eng) Langues originales : Anglais (eng) Index. décimale : 621 Physique appliquée Résumé :
"The tenth edition of this pOffice des publications universitaireslar text continues to offer all of the necessary coverage for a solid foundation in Digital Electronics. It teaches the basic logic operations and covers thoroughly both traditional and modern methods of applying digital design and development techniques, including how to manage a systems-level project. This book gives a strategic advantage for teaching the vital new topic of hardware description languages (HDLs) to beginners in the digital field. Keeping the right balance between existing and new material, this new edition:
Includes improved analysis of combinational circuits.from the text, solutions to selected problems, and many more to reinforce the concepts.
Expands coverage of signed numbers.
Emphasizes synchronous counters.
Describes recent IC technology.
This well-organized text is suitable for use by students of:
B.Tech. (Electrical, Electronics, Computer Science, Telecommuni-cation and Instrumentation)
Diploma courses in above disciplines
B.Sc. and M.Sc. (Electronics and Physics)
MCA
KEY FEATURES
Techniques for applying HDLs to develop digital circuits and subsystems at the end of appropriate chapters
Coverage of Alteras AHDL, a powerful introductory-level language that is useful for beginners
Thorough introduction to VHDL, an industry-standard design language
More than 200 worked-out examples, 400 review questions and over 450 chapter problems/exercises
Answers to a majority of problems
Glossary of all terms that have been highlighted in boldface type
THE CD-ROMThe companion CD-ROM offers easy-to-use MAX+PLUS II with schematic capture, simulator and HDL, new Quartus II web edition software, design files and circuits ."
Note de contenu :
1. Introductory Concepts 2. Number Systems and Codes 3. Describing Logic Circuits 4. Combinational Logic Circuits 5. Flip-Flops and Related Devices 6. Digital Arithmetic: Operations and Circuits 7. Counters and Registers 8. Integrated-Circuit Logic Families 9. MSI Logic Circuits 10. Digital System Projects Using HDL 11. Interfacing with the Analog World 12. Memory Devices 13. Programmable Logic Device Architectures
Digital systems : principles and applications + CD ROM [texte imprimé] / Ronald J.Tocci, ; Neal Widmer, Auteur ; Gregory L, Moss, Auteur . - 2 nd édition . - New delhi : Prentice hall of india, 2008 . - 939 p : cov.ill.fig.tab.gloss.ind. ; 28x22 cm.
ISBN : 978-81-203-3417-5
Langues : Anglais (eng) Langues originales : Anglais (eng)
Index. décimale : 621 Physique appliquée Résumé :
"The tenth edition of this pOffice des publications universitaireslar text continues to offer all of the necessary coverage for a solid foundation in Digital Electronics. It teaches the basic logic operations and covers thoroughly both traditional and modern methods of applying digital design and development techniques, including how to manage a systems-level project. This book gives a strategic advantage for teaching the vital new topic of hardware description languages (HDLs) to beginners in the digital field. Keeping the right balance between existing and new material, this new edition:
Includes improved analysis of combinational circuits.from the text, solutions to selected problems, and many more to reinforce the concepts.
Expands coverage of signed numbers.
Emphasizes synchronous counters.
Describes recent IC technology.
This well-organized text is suitable for use by students of:
B.Tech. (Electrical, Electronics, Computer Science, Telecommuni-cation and Instrumentation)
Diploma courses in above disciplines
B.Sc. and M.Sc. (Electronics and Physics)
MCA
KEY FEATURES
Techniques for applying HDLs to develop digital circuits and subsystems at the end of appropriate chapters
Coverage of Alteras AHDL, a powerful introductory-level language that is useful for beginners
Thorough introduction to VHDL, an industry-standard design language
More than 200 worked-out examples, 400 review questions and over 450 chapter problems/exercises
Answers to a majority of problems
Glossary of all terms that have been highlighted in boldface type
THE CD-ROMThe companion CD-ROM offers easy-to-use MAX+PLUS II with schematic capture, simulator and HDL, new Quartus II web edition software, design files and circuits ."
Note de contenu :
1. Introductory Concepts 2. Number Systems and Codes 3. Describing Logic Circuits 4. Combinational Logic Circuits 5. Flip-Flops and Related Devices 6. Digital Arithmetic: Operations and Circuits 7. Counters and Registers 8. Integrated-Circuit Logic Families 9. MSI Logic Circuits 10. Digital System Projects Using HDL 11. Interfacing with the Analog World 12. Memory Devices 13. Programmable Logic Device Architectures
Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 10/158469 L/621.856 Livre Bibliothèque Science et Technologie indéterminé Exclu du prêt Electrical machines / M.N.Bandyopadhyay
Titre : Electrical machines : Theory and practice Type de document : texte imprimé Auteurs : M.N.Bandyopadhyay, Editeur : New delhi : Prentice hall of india Année de publication : 2007 Importance : 498 p Présentation : couv.illi.fig.ind Format : 24×18 cm ISBN/ISSN/EAN : 9788120339973 Langues : Anglais (eng) Langues originales : Anglais (eng) Index. décimale : 621 Physique appliquée Résumé :
This comprehensive, up-to-date introduction to Electrical Machines is designed to meet the needs of undergraduate electrical engineering students. It presents the essential principles of rotating machines and transformers. The emphasis is on the performance, though the book also introduces the salient features of electrical machine design. The book provides accessible, student-friendly coverage of dc machines, transformers, three-phase induction motor, single-phase induction motor, fractional horsepower motors, and synchronous machines. The clear writing style of the book enhanced by illustrative figures and simplified explanations of the fundamentals, makes it an ideal text for gaining a thorough understanding of the subject of electrical machines. Key Features Include: ?Detailed coverage of the construction of electrical machines…
Note de contenu :
1 DC Machines
1
2 Transformers
108
3 ThreePhase Induction Motor
189
4 SinglePhase Induction Motor
305
5 AC Commutator Motor and Some Special Motors
342
6 Synchronous Machines
389
Appendix 1 Objective Type Questions
465
Appendix 2 Special Features of Transformer Design
483
Appendix 3 Special Features of DC Machine Design
486
Appendix 4 Special Features of ThreePhase Induction
Motor Design
492
Appendix 5 Special Features of Design of Synchronous Machine
494
Index
495
Back cover
499
Droits d'auteur"
Electrical machines : Theory and practice [texte imprimé] / M.N.Bandyopadhyay, . - New delhi : Prentice hall of india, 2007 . - 498 p : couv.illi.fig.ind ; 24×18 cm.
ISSN : 9788120339973
Langues : Anglais (eng) Langues originales : Anglais (eng)
Index. décimale : 621 Physique appliquée Résumé :
This comprehensive, up-to-date introduction to Electrical Machines is designed to meet the needs of undergraduate electrical engineering students. It presents the essential principles of rotating machines and transformers. The emphasis is on the performance, though the book also introduces the salient features of electrical machine design. The book provides accessible, student-friendly coverage of dc machines, transformers, three-phase induction motor, single-phase induction motor, fractional horsepower motors, and synchronous machines. The clear writing style of the book enhanced by illustrative figures and simplified explanations of the fundamentals, makes it an ideal text for gaining a thorough understanding of the subject of electrical machines. Key Features Include: ?Detailed coverage of the construction of electrical machines…
Note de contenu :
1 DC Machines
1
2 Transformers
108
3 ThreePhase Induction Motor
189
4 SinglePhase Induction Motor
305
5 AC Commutator Motor and Some Special Motors
342
6 Synchronous Machines
389
Appendix 1 Objective Type Questions
465
Appendix 2 Special Features of Transformer Design
483
Appendix 3 Special Features of DC Machine Design
486
Appendix 4 Special Features of ThreePhase Induction
Motor Design
492
Appendix 5 Special Features of Design of Synchronous Machine
494
Index
495
Back cover
499
Droits d'auteur"
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Code-barres Cote Support Localisation Section Disponibilité 10/158482 L/621.864 Livre Bibliothèque Science et Technologie indéterminé Exclu du prêt 10/158483 L/621.864 Livre Bibliothèque Science et Technologie indéterminé Disponible Introduction to al robotics / Robin R.Murphy
Titre : Introduction to al robotics Type de document : texte imprimé Auteurs : Robin R.Murphy, Mention d'édition : 2 nd édition Editeur : New delhi : Prentice hall of india Année de publication : 2000 Importance : 466 p Présentation : couv.illi.fig.bib.ind Format : 23×17.5 cm ISBN/ISSN/EAN : 978-81-203-2458-9 Langues : Anglais (eng) Langues originales : Anglais (eng) Index. décimale : 621 Physique appliquée Résumé :
This book attempts to cover all that is needed to program an artificially intelligent robot for applications involving sensing, navigation, planning, and uncertainty. In the overview at the beginning of each chapter, the author touches upon anthropomorphic robots from classic films and science fiction stories before delving into the nuts and bolts of organizing intelligence in robots. The book is divided into two parts-Part I: Robotic Paradigms and Part II: Navigation-Part I defines intelligent robots and introduces why artificial intelligence is needed. It covers the 'theory' of AI robotics, taking the reader through a historical journey from the Hierarchical to the Hybrid Deliberative/Reactive Paradigm for organizing intelligence, besides focusing on Reactive Paradigm and behaviours, techniques for reactive behaviours, and coordination and control of teams of multi-agents. Part II devotes three chapters to qualitative and metric navigation with path planning techniques, and work in uncertainty management. Pedagogical features such as chapter-end summaries, exercises, photographs and diagrams, and the extensive Bibliography at the end of the book would considerably enhance the value of this well-researched text. Intended as a text for students of mechanical engineering, the book should also be useful to students of computer science and professionals interested in programming artificially intelligent robots for various applications.
Note de contenu :
"I Robotic Paradigms 1
1 From Teleoperation To Autonomy 13
2 The Hierarchical Paradigm 41
3 Biological Foundations of the Reactive Paradigm 67
4 The Reactive Paradigm 105
5 Designing a Reactive Implementation 155
6 Common Sensing Techniquesfor Reactive Robots 195
7 The Hybrid Deliberative/Reactive Paradigm 257
8 Multi-agents 293
II Navigation 315
9 Topological Path Planning 325
10 Metric Path Planning 351
11 Localization and Map Making 375
12 On the Horizon 435"
Introduction to al robotics [texte imprimé] / Robin R.Murphy, . - 2 nd édition . - New delhi : Prentice hall of india, 2000 . - 466 p : couv.illi.fig.bib.ind ; 23×17.5 cm.
ISBN : 978-81-203-2458-9
Langues : Anglais (eng) Langues originales : Anglais (eng)
Index. décimale : 621 Physique appliquée Résumé :
This book attempts to cover all that is needed to program an artificially intelligent robot for applications involving sensing, navigation, planning, and uncertainty. In the overview at the beginning of each chapter, the author touches upon anthropomorphic robots from classic films and science fiction stories before delving into the nuts and bolts of organizing intelligence in robots. The book is divided into two parts-Part I: Robotic Paradigms and Part II: Navigation-Part I defines intelligent robots and introduces why artificial intelligence is needed. It covers the 'theory' of AI robotics, taking the reader through a historical journey from the Hierarchical to the Hybrid Deliberative/Reactive Paradigm for organizing intelligence, besides focusing on Reactive Paradigm and behaviours, techniques for reactive behaviours, and coordination and control of teams of multi-agents. Part II devotes three chapters to qualitative and metric navigation with path planning techniques, and work in uncertainty management. Pedagogical features such as chapter-end summaries, exercises, photographs and diagrams, and the extensive Bibliography at the end of the book would considerably enhance the value of this well-researched text. Intended as a text for students of mechanical engineering, the book should also be useful to students of computer science and professionals interested in programming artificially intelligent robots for various applications.
Note de contenu :
"I Robotic Paradigms 1
1 From Teleoperation To Autonomy 13
2 The Hierarchical Paradigm 41
3 Biological Foundations of the Reactive Paradigm 67
4 The Reactive Paradigm 105
5 Designing a Reactive Implementation 155
6 Common Sensing Techniquesfor Reactive Robots 195
7 The Hybrid Deliberative/Reactive Paradigm 257
8 Multi-agents 293
II Navigation 315
9 Topological Path Planning 325
10 Metric Path Planning 351
11 Localization and Map Making 375
12 On the Horizon 435"
Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 10/158486 L/621.866 Livre Bibliothèque Science et Technologie indéterminé Exclu du prêt Semiconductor Memories / Ashok K.sharma
Titre : Semiconductor Memories : Technology,testing and reliability Type de document : texte imprimé Auteurs : Ashok K.sharma, Editeur : New delhi : Prentice hall of india Année de publication : 1997 Importance : 462 p Présentation : couv.illi.fig.ind.bib Format : 23×17.5 cm ISBN/ISSN/EAN : 978-81-203-1683-6 Langues : Anglais (eng) Langues originales : Anglais (eng) Index. décimale : 621 Physique appliquée Résumé :
This compact book provides a comprehensive and integrated coverage of three areas of semiconductor memories: technology, testing, and reliability. It gives state-of-the-art information on semiconductor memory technology for both volatile random access memories (RAMs) and nonvolatile memories such as read-only memories (ROMs), programmable read-only memories (PROMs), and erasable and programmable read-only memories (EPROMs). It focusses the reader's attention on such areas as design for testing, fault tolerance, failure modes and mechanisms, and screening and qualification methods.The book should be useful to a broad spectrum of people in the semiconductor manufacturing and electronics industries, including engineers, system level designers, and managers in the computer, telecommunication, automotive, commercial satellite and military avionics areas as well as students pursuing these areas……
Note de contenu :
Chapter 1: Introduction. Chapter 2: Random Access Memory Technologies. 2.1 Introduction. 2.2 Static Random Access Memories (SRAMs). 2.3 Dynamic Random Access Memories (DRAMs). Chapter 3: Nonvolatile Memories. 3.1 Introduction. 3.2 Masked Read-Only Memories (ROMs). 3.3 Programmable Read-Only Memories (PROMs). 3.4 Erasable (UV)-Programmable Read-Only Memories (EPROMs). 3.5 Electrically Erasable PROMs (EEPROMs). 3.6 Flash Memories (EPROMs or EEPROMs). Chapter 4: Memory Fault Modeling and Testing. 4.1 Introduction . . . . 4.2 RAM Fault Modeling. 4.3 RAM Electrical Testing. 4.4 RAM Pseudorandom Testing. 4.5 Megabit DRAM Testing. 4.6 Nonvolatile Memory Modeling and Testing. 4.7 IDDQ Fault Modeling and Testing. 4.8 Application Specific Memory Testing. Chapter 5: Memory Design for Testability and FaultTolerance. 5.1 General Design for Testability Techniques. 5.2 RAM Built-in Self-Test (BIST). 5.3 Embedded Memory DFT and BIST Techniques. 5.4 Advanced BIST and Built-in Self-Repair Architectures. 5.5 DFT and BIST for ROMs. 5.6 Memory Error-Detection and Correction Techniques. 5.7 Memory Fault-Tolerance Designs. Chapter 6: Semiconductor Memory Reliability. 6.1 General Reliability Issues. 6.2 RAM Failure Modes and Mechanisms. 6.3 Nonvolatile Memory Reliability. 6.4 Reliability Modeling and Failure Rate Prediction. 6.5 Design for Reliability. 6.6 Reliability Test Structures. 6.7 Reliability Screening and Qualification. Chapter 7: Semiconductor Memory Radiation Effects. 7.1 Introduction. 7.2 Radiation Effects. 7.3 Radiation-Hardening Techniques. 7.4 Radiation Hardness Assurance and Testing. Chapter 8: Advanced Memory Technologies. 8.1 Introduction. 8.2 Ferroelectric Random Access Memories (FRAMs). 8.3 Gallium Arsenide (GaAs) FRAMs. 8.4 Analog Memories. 8.5 Magnetoresistive Random Access Memories (MRAMs). 8.6 Experimental Memory Devices. Chapter 9: High-Density Memory PackagingTechnologies. 9.1 Introduction. 9.2 Memory Hybrids and MCMs (2-D). 9.3 Memory Stacks and MCMs (3-D). 9.4 Memory MCM Testing and Reliability Issues. 9.5 Memory Cards. 9.6 High-Density Memory Packaging Future Directions. Index.
Semiconductor Memories : Technology,testing and reliability [texte imprimé] / Ashok K.sharma, . - New delhi : Prentice hall of india, 1997 . - 462 p : couv.illi.fig.ind.bib ; 23×17.5 cm.
ISBN : 978-81-203-1683-6
Langues : Anglais (eng) Langues originales : Anglais (eng)
Index. décimale : 621 Physique appliquée Résumé :
This compact book provides a comprehensive and integrated coverage of three areas of semiconductor memories: technology, testing, and reliability. It gives state-of-the-art information on semiconductor memory technology for both volatile random access memories (RAMs) and nonvolatile memories such as read-only memories (ROMs), programmable read-only memories (PROMs), and erasable and programmable read-only memories (EPROMs). It focusses the reader's attention on such areas as design for testing, fault tolerance, failure modes and mechanisms, and screening and qualification methods.The book should be useful to a broad spectrum of people in the semiconductor manufacturing and electronics industries, including engineers, system level designers, and managers in the computer, telecommunication, automotive, commercial satellite and military avionics areas as well as students pursuing these areas……
Note de contenu :
Chapter 1: Introduction. Chapter 2: Random Access Memory Technologies. 2.1 Introduction. 2.2 Static Random Access Memories (SRAMs). 2.3 Dynamic Random Access Memories (DRAMs). Chapter 3: Nonvolatile Memories. 3.1 Introduction. 3.2 Masked Read-Only Memories (ROMs). 3.3 Programmable Read-Only Memories (PROMs). 3.4 Erasable (UV)-Programmable Read-Only Memories (EPROMs). 3.5 Electrically Erasable PROMs (EEPROMs). 3.6 Flash Memories (EPROMs or EEPROMs). Chapter 4: Memory Fault Modeling and Testing. 4.1 Introduction . . . . 4.2 RAM Fault Modeling. 4.3 RAM Electrical Testing. 4.4 RAM Pseudorandom Testing. 4.5 Megabit DRAM Testing. 4.6 Nonvolatile Memory Modeling and Testing. 4.7 IDDQ Fault Modeling and Testing. 4.8 Application Specific Memory Testing. Chapter 5: Memory Design for Testability and FaultTolerance. 5.1 General Design for Testability Techniques. 5.2 RAM Built-in Self-Test (BIST). 5.3 Embedded Memory DFT and BIST Techniques. 5.4 Advanced BIST and Built-in Self-Repair Architectures. 5.5 DFT and BIST for ROMs. 5.6 Memory Error-Detection and Correction Techniques. 5.7 Memory Fault-Tolerance Designs. Chapter 6: Semiconductor Memory Reliability. 6.1 General Reliability Issues. 6.2 RAM Failure Modes and Mechanisms. 6.3 Nonvolatile Memory Reliability. 6.4 Reliability Modeling and Failure Rate Prediction. 6.5 Design for Reliability. 6.6 Reliability Test Structures. 6.7 Reliability Screening and Qualification. Chapter 7: Semiconductor Memory Radiation Effects. 7.1 Introduction. 7.2 Radiation Effects. 7.3 Radiation-Hardening Techniques. 7.4 Radiation Hardness Assurance and Testing. Chapter 8: Advanced Memory Technologies. 8.1 Introduction. 8.2 Ferroelectric Random Access Memories (FRAMs). 8.3 Gallium Arsenide (GaAs) FRAMs. 8.4 Analog Memories. 8.5 Magnetoresistive Random Access Memories (MRAMs). 8.6 Experimental Memory Devices. Chapter 9: High-Density Memory PackagingTechnologies. 9.1 Introduction. 9.2 Memory Hybrids and MCMs (2-D). 9.3 Memory Stacks and MCMs (3-D). 9.4 Memory MCM Testing and Reliability Issues. 9.5 Memory Cards. 9.6 High-Density Memory Packaging Future Directions. Index.
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