Ganesh R. Naik - Böcker
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20 produkter
20 produkter
2 081 kr
Skickas inom 10-15 vardagar
This book presents the theoretical basis and applications of biomedical signal analysis and processing. Initially, the nature of the most common biomedical signals, such as electroencephalography, electromyography, electrocardiography and others, is described. The theoretical basis of linear signal processing is summarized, with continuous and discrete representation, linear filters and convolutions, Fourier and Wavelets transforms. Machine learning concepts are also presented, from classic methods to deep neural networks. Finally, several applications in neuroscience are presented and discussed, involving diagnosis and therapy, in addition to other applications. Features: Explains signal processing of neuroscience applications using modern data science techniques. Provides comprehensible review on biomedical signals nature and acquisition aspects. Focusses on selected applications of neurosciences, cardiovascular and muscle-related biomedical areas. Includes computational intelligence, machine learning and biomedical signal processing and analysis. Reviews theoretical basis of deep learning and state-of-the-art biomedical signal processing and analysis. This book is aimed at researchers, graduate students in biomedical signal processing, signal processing, electrical engineering, neuroscience and computer science.
747 kr
Skickas inom 10-15 vardagar
This book presents the theoretical basis and applications of biomedical signal analysis and processing. Initially, the nature of the most common biomedical signals, such as electroencephalography, electromyography, electrocardiography and others, is described. The theoretical basis of linear signal processing is summarized, with continuous and discrete representation, linear filters and convolutions, Fourier and Wavelets transforms. Machine learning concepts are also presented, from classic methods to deep neural networks. Finally, several applications in neuroscience are presented and discussed, involving diagnosis and therapy, in addition to other applications. Features: Explains signal processing of neuroscience applications using modern data science techniques. Provides comprehensible review on biomedical signals nature and acquisition aspects. Focusses on selected applications of neurosciences, cardiovascular and muscle-related biomedical areas. Includes computational intelligence, machine learning and biomedical signal processing and analysis. Reviews theoretical basis of deep learning and state-of-the-art biomedical signal processing and analysis. This book is aimed at researchers, graduate students in biomedical signal processing, signal processing, electrical engineering, neuroscience and computer science.
- Nyhet
Cardio-Respiratory Signal Processing and Classification
Trends, Applications, and Future Directions
Inbunden, Engelska, 2026
1 652 kr
Kommande
Non-invasive measurements of cardio-respiratory signals has improved diagnosis and prognosis in human health. This edited book invites original theoretical, practical, and review chapters aimed at proposing advancements in cardio-respiratory signal processing methods for healthcare applications. Exemplary themes of interest covered in this title include cardio-respiratory signal processing challenges using complex physiological data, novel HRV analysis, and data extracted from modern wearables and biosensors.Features:Provides a detailed explanation and signal processing analysis of cardio-respiratory signals.Reports novel signal processing and time-frequency methods for cardio-respiratory signals.Presents the theoretical basis of cardio-respiratory analysis and state-of-the-art applications.Explains new and improved techniques and theories related to cardio-respiratory signal analysis.Combines the primary knowledge of cardio-respiratory signal analysis and processing, from theory and applications.This book is aimed at researchers and graduate students in biomedical signal processing, signal processing, and electrical engineering.
- Nyhet
Time-Frequency Analysis in Biomedical Engineering
Contemporary Methods and Applications
Inbunden, Engelska, 2026
2 101 kr
Kommande
Time-frequency analysis is critical in biomedical signal analysis, which helps diagnose and monitor physiological conditions such as heart rate variability, seizure detection, and brain-computer interfacing. This edited book includes original theoretical, practical, and review chapters aimed at proposing advancements in time-frequency signal processing methods for biomedical healthcare applications. Exemplary themes of interest include biomedical signal processing challenges in complex physiological data, signals from remote sensors, wearables, and nearables such as ballistography-based sensors.Features:• Discusses detailed time-frequency signal processing applications for simple to complex biomedical research. • Reports novel time-frequency techniques used for biomedical signals.• Presents the theoretical basis of time-frequency analysis and state-of-the-art applications tailored for various biomedical problems. • Provides a forum for presenting new and improved techniques and theories related to time-frequency analysis. • Combines the primary knowledge of time-frequency signal analysis and processing, from theory and applications.This book is aimed at graduate students and researchers in bioengineering and signal processing.
Applications, Challenges, and Advancements in Electromyography Signal Processing
Inbunden, Engelska, 2014
3 014 kr
Skickas inom 5-8 vardagar
3 397 kr
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1 096 kr
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Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms and applications of BSS.
Non-negative Matrix Factorization Techniques
Advances in Theory and Applications
Inbunden, Engelska, 2015
552 kr
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This book collects new results, concepts and further developments of NMF. The open problems discussed include, e.g. in bioinformatics: NMF and its extensions applied to gene expression, sequence analysis, the functional characterization of genes, clustering and text mining etc. The research results previously scattered in different scientific journals and conference proceedings are methodically collected and presented in a unified form. While readers can read the book chapters sequentially, each chapter is also self-contained. This book can be a good reference work for researchers and engineers interested in NMF, and can also be used as a handbook for students and professionals seeking to gain a better understanding of the latest applications of NMF.
1 064 kr
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Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book collects novel research ideas and some training in BSS, independent component analysis (ICA), artificial intelligence and signal processing applications. Furthermore, the research results previously scattered in many journals and conferences worldwide are methodically edited and presented in a unified form. The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms and applications of BSS. Dr. Ganesh R. Naik works at University of Technology, Sydney, Australia; Dr. Wenwu Wang works at University of Surrey, UK.
Non-negative Matrix Factorization Techniques
Advances in Theory and Applications
Häftad, Engelska, 2016
536 kr
Skickas inom 10-15 vardagar
This book collects new results, concepts and further developments of NMF. This book can be a good reference work for researchers and engineers interested in NMF, and can also be used as a handbook for students and professionals seeking to gain a better understanding of the latest applications of NMF.
2 158 kr
Skickas inom 5-8 vardagar
1 955 kr
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Computational Intelligence in Electromyography Analysis
A Perspective on Current Applications and Future Challenges
Inbunden, Engelska, 2012
1 889 kr
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1 314 kr
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This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail. Bringing together research results previously scattered throughout many scientific journals papers worldwide, the book presents them in a methodologically unified form. Offering vital insights into the subject matter in self-contained chapters that balance the theory and concrete applications, and especially focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.
1 276 kr
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This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail.
1 841 kr
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This book discusses recent advances in wearable technologies and personal monitoring devices, covering topics such as skin contact-based wearables (electrodes), non-contact wearables, the Internet of things (IoT), and signal processing for wearable devices.
1 841 kr
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This book discusses recent advances in wearable technologies and personal monitoring devices, covering topics such as skin contact-based wearables (electrodes), non-contact wearables, the Internet of things (IoT), and signal processing for wearable devices.
- Nyhet
Explainable Artificial Intelligence for Medical Data Analytics and Healthcare Applications
Inbunden, Engelska, 2026
2 412 kr
Kommande
- Nyhet
EEG Signal Processing with Python
Machine Learning Techniques for Brain-Computer Interface Development
Häftad, Engelska, 2026
606 kr
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- Nyhet
2 578 kr
Kommande
This book aims to democratize MATLAB’s power, making its advanced computational capabilities accessible to a wider audience, including those less familiar with traditional command-line programming. Through step-by-step examples, we guide readers through the process of developing functional applications, covering essential topics like debugging and deployment. We strive to bridge the gap between abstract MATLAB code and tangible, interactive interfaces, enabling users to create tailored tools for various fields, from scientific research to engineering design.This book’s main goal is to provide a clear and practical guide to building interactive applications within the MATLAB environment. Here, we meticulously detail the App Designer's visual layout tools, empowering readers to seamlessly integrate GUI components like buttons, sliders, and plots. This book’s focus extends beyond mere component placement, delving into the critical aspect of writing callback functions—the MATLAB code that breathes life into these interfaces. By demonstrating how to manage data flow between the GUI and MATLAB’s computational engine, and by illustrating the creation of dynamic visualizations, we equip readers with the tools to transform complex MATLAB scripts into user-friendly applications.