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  • 1
    Online Resource
    Online Resource
    Machine learning algorithms for signal and image processing / (2023)
    Hoboken, New Jersey :John Wiley & Sons, Inc.,
    Details
    UID:
    almafu_9960981832702883
    Format: 1 online resource (xxxi, 473 pages) : , illustrations (some color)
    ISBN: 9781119861850 , 1119861853 , 9781119861843 , 1119861845 , 9781119861836 , 1119861837
    Content: "Machine Learning Algorithms for Signal and Image Processing aid the reader in designing and developing real-world applications of societal and industrial needs using advances in machine learning to aid and enhance speech signal processing, image processing, computer vision, biomedical signal processing, text processing, etc. It includes signal processing techniques applied for pre-processing, feature extraction, source separation, or data decompositions to achieve machine learning tasks. It will advance the current understanding of various machine and deep learning techniques in terms of their ability to improve upon the existing solutions with accuracy, precision rate, recall rate, processing time or otherwise. The most important is, it aims to bridge the gap among closely related fields of information processing including ML, DL, DSP, Statistics, Kernel Theory and others. It also aims to bridge the gap between academicians, researchers and industry to provide new technological solutions for healthcare, speech recognition, object detection and classification, etc. It will improve upon the current understanding about data collection and data preprocessing of signals and images for various applications, implementation of suitable machine and deep learning techniques for variety of signals and images, as well, possible collaboration to ensure successful design according to industry standards by working in a team. It will be helpful for researchers and designers to find out key parameters for future work in this area. The researchers working on machine and deep learning techniques can correlate their work with real-life applications of smart sign language recognition system, healthcare, smart blind reader system, text to image generation or vice-versa, etc. The book will be of interest to both beginners working in the field of machine and deep learning used for signal and image analysis, interdisciplinary in its nature"--
    Note: Section-1 Machine & Deep Learning techniques for Image Processing -- 1.1 Image Features in Machine Learning -- 1.2 Image Segmentation and Classification using Deep Learning -- 1.3 Deep Learning based Synthetic Aperture Radar Image Classification -- 1.4 Design Perspectives of Multitask Deep Learning Models and Applications -- 1.5 Image Reconstruction using Deep Learning -- 1.6 Machine and Deep Learning Techniques for Image Super-Resolution -- Section-2 Machine & Deep Learning techniques for Text and Speech Processing -- 2.1 Machine and Deep Learning Techniques for Text and Speech Processing -- 2.2 Manipuri Handwritten Script Recognition using Machine and Deep Learning -- 2.3 Comparison of Different Text Extraction Techniques for Complex Color Images -- 2.4 Smart Text Reader System for Blind Person using Machine and Deep Learning -- 2.5 Machine Learning Techniques for Deaf People -- 2.6 Design and Development of Chatbot based on Reinforcement Learning -- 2.7 DNN based Speech Quality Enhancement and Multi-speaker Separation for Automatic Speech Recognition System -- 2.8 Design and Development of Real-Time Music Transcription using Digital Signal Processing -- Section-3 Applications of Signal and Image Processing with Machine & Deep learning techniques -- 3.1 Role of Machine Learning in Wrist Pulse Analysis -- 3.2 An Explainable Convolutional Neural Network based Method for Skin Lesion Classification from Dermoscopic Images -- 3.3 Future of Machine-Learning and Deep-Learning in Health-Care Monitoring System -- 3.4 Usage of AI & Wearable IoT Devices for Healthcare Data: A Study -- 3.5 Impact of IoT in Biomedical Applications using Machine and Deep Learning -- 3.6 Wireless Communications using Machine Learning and Deep Learning -- 3.7 Applications of Machine Learning and Deep Learning in Smart Agriculture -- 3.8 Structural Damage Prediction from Earthquakes using Deep Learning -- 3.9 Machine Learning and Deep Learning Techniques in Social Sciences -- 3.1O Green Energy using Machine and Deep Learning -- 3.11 Light Deep CNN Approach for Multi-Label Pathology Classification using Frontal Chest X-Ray -- Index.
    Additional Edition: Print version: Machine learning algorithms for signal and image processing Hoboken, New Jersey : Wiley-IEEE Press, [2023] ISBN 9781119861829
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
    DOI: 10.1002/9781119861850
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119861850
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119861850
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119861850
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    Open Access Request
    HU Berlin
    FU Berlin
  • 2
    Online Resource
    Online Resource
    Digital VLSI design and simulation with Verilog / (2022)
    Hoboken, NJ :John Wiley & Sons,
    Details
    UID:
    almafu_9960135410502883
    Format: 1 online resource
    ISBN: 9781119778097 , 1119778093 , 9781119778066 , 1119778069 , 9781119778080 , 1119778085
    Content: "The integrated circuits are now growing its importance in every electronic system that needs an efficient VLSI architecture designs with low power consumption, compress chip area, speed, and operating frequency. The challenge for VLSI system designers is to optimize the hardware-software integration for lowering the total cost of acquisition of products. So, there is a demand for better technological solutions for advanced VLSI architectures that can be done through hardware description language (HDL). Verilog HDL is one of the programming languages that can give better solutions to this new era of the VLSI industry. The prefabrication design and analysis of such advanced VLSI architecture can be easily implemented with Verilog HDL with the available software tools like Xilinx and Cadence. The presented book mainly deals with fundamental concepts of digital design along with their design verification with Verilog HDL. The book will be a common source of knowledge for the beginners as well as research seeking students working in the area of VLSI design covering fundamentals of digital design from switch level to FPGA based implementation using hardware description language (HDL). The book is summarized in 10 chapters. Chapter 1 and 2 describes the fundamental concepts behind digital circuit design including combinational and sequential circuit design. Chapter 3 to chapter 8 is focused on sequential and combinational circuit design using Verilog HDL at a different level of abstractions in Verilog coding. Chapter 9 includes implementation of any logic function using a programmable logic device like PLD, CPLD or FPGA, etc. Chapter 10 covers a few real-time examples of digital circuit design using Verilog. Chapter 11 focuses on System Verilog, distinct features, computing Verilog and System Verilog with design example."--
    Additional Edition: Print version: Tripathi, Suman Lata. Digital VLSI design and simulation with Verilog Hoboken, NJ : John Wiley & Sons, 2022 ISBN 9781119778042
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119778097
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119778097
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119778097
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    HU Berlin
    FU Berlin
  • 3
    Online Resource
    Online Resource
    Digital VLSI design and simulation with Verilog (2021)
    Newark : John Wiley & Sons, Incorporated
    Details
    UID:
    b3kat_BV048221462
    Format: 1 Online-Ressource (222 Seiten)
    ISBN: 9781119778097 , 9781119778066
    Note: Description based on publisher supplied metadata and other sources
    Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-1-119-77804-2
    Language: English
    Subjects: Engineering
    RVK:
    ZN 4950
    Keywords: VLSI ; VERILOG
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    TU Berlin
  • 4
    Online Resource
    Online Resource
    Advanced VLSI design and testability issues (2020)
    Boca Raton ; London ; New York : CRC Press
    Details
    UID:
    b3kat_BV047441804
    Format: 1 Online-Ressource (404 Seiten)
    ISBN: 9781003083436 , 9781000168174
    Note: Description based on publisher supplied metadata and other sources , Intro -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface to the First Edition -- Editors -- Contributors -- Chapter 1 Digital Design with Programmable Logic Devices -- Chapter 2 Review of Digital Electronics Design -- Chapter 3 Verilog HDL for Digital and Analog Design -- Chapter 4 Introduction to Hardware Description Languages -- Chapter 5 Introduction to Hardware Description Languages (HDLs) -- Chapter 6 Emerging Trends in Nanoscale Semiconductor Devices -- Chapter 7 Design Challenges and Solutions in CMOS-Based FET -- Chapter 8 Analytical Design of FET-Based Biosensors -- Chapter 9 Low-Power FET-Based Biosensors -- Chapter 10 Nanowire Array-Based Gate-All-Around MOSFET for Next-Generation Memory Devices -- Chapter 11 Design of 7T SRAM Cell Using FinFET Technology -- Chapter 12 Performance Analysis of AlGaN/GaN Heterostructure Field-Effect Transistor (HFET) -- Chapter 13 Synthesis of Polymer-Based Composites for Application in Field-Effect Transistors -- Chapter 14 Power Efficiency Analysis of Low-Power Circuit Design Techniques in 90-nm CMOS Technology -- Chapter 15 Macromodeling and Synthesis of Analog Circuits -- Chapter 16 Performance-Linked Phase-Locked Loop Architectures: Recent Developments -- Chapter 17 Review of Analog-to-Digital and Digital-to-Analog Converters for A Smart Antenna Application -- Chapter 18 Active Inductor-Based VCO for Wireless Communication -- Chapter 19 Fault Simulation Algorithms: Verilog Implementation -- Chapter 20 Hardware Protection through Logic Obfuscation -- Index
    Additional Edition: Erscheint auch als Druck-Ausgabe Tripathi, Suman Lata Advanced VLSI Design and Testability Issues Milton : Taylor & Francis Group,c2020 ISBN 978-0-367-49282-3
    Language: English
    Subjects: Engineering
    RVK:
    ZN 4950
    Keywords: VLSI
    DOI: 10.1201/9781003083436
    URL: Volltext  (URL des Erstveröffentlichers)
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    Online Access
    Open Access Request
    TU Berlin
  • 5
    Online Resource
    Online Resource
    Advanced VLSI design and testability issues / (2020)
    Boca Raton, FL :CRC Press,
    Details
    UID:
    almahu_9949386283202882
    Format: 1 online resource
    ISBN: 9781000168174 , 1000168174 , 9781003083436 , 1003083439 , 9781000168150 , 1000168158 , 9781000168167 , 1000168166
    Content: This bookfacilitates the VLSI-interestedindividuals with not only in-depth knowledge, but also the broad aspects of it by explaining its applications in different fields, includingimage processing and biomedical. The deep understanding of basic concepts gives you the power to develop a new application aspect, which is very well taken care of in this book by using simple language in explaining the concepts. In the VLSI world, the importance of hardware description languages cannot be ignored, as the designing of such dense and complex circuits is not possible without them. Both Verilog and VHDL languages are used here for designing. The current needs of high-performance integrated circuits (ICs) including low power devices and new emerging materials, which can play a very important role in achieving new functionalities, are the most interesting part of the book. The testing of VLSI circuits becomes more crucial than the designing of the circuits in this nanometer technology era. The role of fault simulation algorithms is very well explained, and its implementation using Verilog is the key aspect of this book. This book is well organized into 20 chapters. Chapter 1 emphasizes on uses of FPGA on various image processing and biomedical applications. Then, the descriptions enlighten the basic understanding of digital design from the perspective of HDL in Chapters 2-5. The performance enhancement with alternate material or geometry for silicon-based FET designs is focused in Chapters 6 and 7. Chapters 8 and 9 describe the study of bimolecular interactions with biosensing FETs. Chapters 10-13 deal with advanced FET structures available in various shapes, materials such as nanowire, HFET, and their comparison in terms of device performance metrics calculation. Chapters 14-18 describe different application-specific VLSI design techniques and challenges for analog and digital circuit designs. Chapter 19 explains the VLSI testability issues with the description of simulation and its categorization into logic and fault simulation for test pattern generation using Verilog HDL. Chapter 20 deals with a secured VLSI design with hardware obfuscation by hiding the IC's structure and function, which makes it much more difficult to reverse engineer.
    Additional Edition: Print version: ISBN 0367492822
    Additional Edition: ISBN 9780367492823
    Language: English
    Keywords: Electronic books. ; Electronic books.
    DOI: 10.1201/9781003083436.
    URL: https://www.taylorfrancis.com/books/9781003083436
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    Open Access Request
    HU Berlin
  • 6
    Online Resource
    Online Resource
    Digital VLSI design and simulation with Verilog / (2022)
    Hoboken, NJ :John Wiley & Sons, Inc.,
    Details
    UID:
    almahu_9949406302602882
    Format: 1 online resource
    ISBN: 9781119778097 , 1119778093 , 9781119778066 , 1119778069 , 1119778085 , 9781119778080
    Content: "The integrated circuits are now growing its importance in every electronic system that needs an efficient VLSI architecture designs with low power consumption, compress chip area, speed, and operating frequency. The challenge for VLSI system designers is to optimize the hardware-software integration for lowering the total cost of acquisition of products. So, there is a demand for better technological solutions for advanced VLSI architectures that can be done through hardware description language (HDL). Verilog HDL is one of the programming languages that can give better solutions to this new era of the VLSI industry. The prefabrication design and analysis of such advanced VLSI architecture can be easily implemented with Verilog HDL with the available software tools like Xilinx and Cadence. The presented book mainly deals with fundamental concepts of digital design along with their design verification with Verilog HDL. The book will be a common source of knowledge for the beginners as well as research seeking students working in the area of VLSI design covering fundamentals of digital design from switch level to FPGA based implementation using hardware description language (HDL). The book is summarized in 10 chapters. Chapter 1 and 2 describes the fundamental concepts behind digital circuit design including combinational and sequential circuit design. Chapter 3 to chapter 8 is focused on sequential and combinational circuit design using Verilog HDL at a different level of abstractions in Verilog coding. Chapter 9 includes implementation of any logic function using a programmable logic device like PLD, CPLD or FPGA, etc. Chapter 10 covers a few real-time examples of digital circuit design using Verilog. Chapter 11 focuses on System Verilog, distinct features, computing Verilog and System Verilog with design example."--
    Additional Edition: Print version: Tripathi, Suman Lata. Digital VLSI design and simulation with Verilog Hoboken, NJ : John Wiley & Sons, 2022 ISBN 9781119778042
    Language: English
    Keywords: Electronic books.
    URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119778097
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    HU Berlin
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