signal processing for neuroscientists an introduction to the analysis of physiological signals

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Signal Processing For Neuroscientists

Author : Wim van Drongelen
ISBN : 008046775X
Genre : Science
File Size : 36. 36 MB
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Signal Processing for Neuroscientists introduces analysis techniques primarily aimed at neuroscientists and biomedical engineering students with a reasonable but modest background in mathematics, physics, and computer programming. The focus of this text is on what can be considered the ‘golden trio’ in the signal processing field: averaging, Fourier analysis, and filtering. Techniques such as convolution, correlation, coherence, and wavelet analysis are considered in the context of time and frequency domain analysis. The whole spectrum of signal analysis is covered, ranging from data acquisition to data processing; and from the mathematical background of the analysis to the practical application of processing algorithms. Overall, the approach to the mathematics is informal with a focus on basic understanding of the methods and their interrelationships rather than detailed proofs or derivations. One of the principle goals is to provide the reader with the background required to understand the principles of commercially available analyses software, and to allow him/her to construct his/her own analysis tools in an environment such as MATLAB®. Multiple color illustrations are integrated in the text Includes an introduction to biomedical signals, noise characteristics, and recording techniques Basics and background for more advanced topics can be found in extensive notes and appendices A Companion Website hosts the MATLAB scripts and several data files: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123708670

Web Application Obfuscation

Author : Mario Heiderich
ISBN : 9781597496056
Genre : Computers
File Size : 73. 70 MB
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Web applications are used every day by millions of users, which is why they are one of the most popular vectors for attackers. Obfuscation of code has allowed hackers to take one attack and create hundreds-if not millions-of variants that can evade your security measures. Web Application Obfuscation takes a look at common Web infrastructure and security controls from an attacker's perspective, allowing the reader to understand the shortcomings of their security systems. Find out how an attacker would bypass different types of security controls, how these very security controls introduce new types of vulnerabilities, and how to avoid common pitfalls in order to strengthen your defenses. Named a 2011 Best Hacking and Pen Testing Book by InfoSec Reviews Looks at security tools like IDS/IPS that are often the only defense in protecting sensitive data and assets Evaluates Web application vulnerabilties from the attacker's perspective and explains how these very systems introduce new types of vulnerabilities Teaches how to secure your data, including info on browser quirks, new attacks and syntax tricks to add to your defenses against XSS, SQL injection, and more

Signal Processing For Neuroscientists

Author : Wim van Drongelen
ISBN : 0123740991
Genre : Neurology
File Size : 23. 81 MB
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"Signal Processing for Neuroscientists introduces analysis techniques primarily aimed at neuroscientists and biomedical engineering students with a reasonable but modest background in mathematics, physics, and computer programming. The focus of this text is on what can be considered the 'golden trio' in the signal processing field: averaging, Fourier analysis, and filtering. Techniques such as convolution, correlation, coherence, and wavelet analysis are considered in the context of time and frequency domain analysis. The whole spectrum of signal analysis is covered, ranging from data acquisition to data processing; and from the mathematical background of the analysis to the practical application of processing algorithms. Overall, the approach to the mathematics is informal with a focus on basic understanding of the methods and their interrelationships rather than detailed proofs or derivations. One of the principle goals is to provide the reader with the background required to understand the principles of commercially available analyses software, and to allow him/her to construct his/her own analysis tools in an environment such as MATLAB. - Multiple color illustrations are integrated in the text. - Includes an introduction to biomedical signals, noise characteristics, and recording techniques. - Basics and background for more advanced topics can be found in extensive notes and appendices."--Publisher's description.

Matlab For Neuroscientists

Author : Pascal Wallisch
ISBN : 9780123838377
Genre : Computers
File Size : 82. 2 MB
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MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment. This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels—advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills—will learn to design and implement their own analytical tools, and gain the fluency required to meet the computational needs of neuroscience practitioners. The first complete volume on MATLAB focusing on neuroscience and psychology applications Problem-based approach with many examples from neuroscience and cognitive psychology using real data Illustrated in full color throughout Careful tutorial approach, by authors who are award-winning educators with strong teaching experience

Untersuchungen Ber Thierische Elektricit T

Author : Emil Du Bois-Reymond
ISBN : HARVARD:32044086948122
Genre : Electricity
File Size : 22. 99 MB
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Zeitdiskrete Signalverarbeitung

Author : Alan V. Oppenheim
ISBN : 3827370779
Genre : Signal processing
File Size : 26. 38 MB
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Neuübersetzung der aktuelle US-Ausgabe.

Statistical Signal Processing For Neuroscience And Neurotechnology

Author : Karim G. Oweiss
ISBN : 0080962963
Genre : Science
File Size : 65. 6 MB
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This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and methods in statistical signal processing for basic and applied neuroscience problems. Written by experts in the field, the book is an ideal reference for researchers working in the field of neural engineering, neural interface, computational neuroscience, neuroinformatics, neuropsychology and neural physiology. By giving a broad overview of the basic principles, theories and methods, it is also an ideal introduction to statistical signal processing in neuroscience. A comprehensive overview of the specific problems in neuroscience that require application of existing and development of new theory, techniques, and technology by the signal processing community Contains state-of-the-art signal processing, information theory, and machine learning algorithms and techniques for neuroscience research Presents quantitative and information-driven science that has been, or can be, applied to basic and translational neuroscience problems

Bilddatenkompression

Author : Tilo Strutz
ISBN : 9783322918123
Genre : Computers
File Size : 51. 68 MB
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Dieses Buch befasst sich mit den allgemeinen Verfahren und Methoden der Datenkompression und geht speziell auf deren Einsatz in Systemen zur Bilddatenkompression ein. Anhand vieler Beispiele werden die Algorithmen erläutert und mit Quelltexten in der Programmiersprache C unterlegt. Den modernen Verfahren der wavelet-basierten Kompression wird große Aufmerksamkeit gewidmet. Das Buch ist als Lehrbuch und auch als Nachschlagewerk geeignet.

Lernen Und Ged Chtnis

Author : Mark A. Gluck
ISBN : 3827421020
Genre : Psychology
File Size : 83. 88 MB
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Dieses exzellente Lehrbuch zum Thema Lernen und Gedächtnis für das Grundstudium vermittelt einen umfassenden Überblick über die Forschung zu Lernen und Gedächtnis und die praktische Bedeutung in Psychologie, Pädagogik, Medizin und auch Verhaltensbiologie. Ein Buch, das die wichtigsten Aspekte von Lernen und Gedächtnis beleuchtet, die Psychologen, Pädagogen, Neurowissenschaftler und Mediziner in Forschung und Praxis verstehen und im Grundstudium lernen müssen.

Elektrodermale Aktivit T

Author : Wolfram Boucsein
ISBN : 9783662069684
Genre : Psychology
File Size : 22. 66 MB
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Die Messung der elektrodermalen Aktivität stellt wohl die mit Abstand am häufigsten verwendete Methode zur Erfassung physiologischer Begleiterscheinungen psychischer Vorgänge dar. Mit dieser Monographie wird erstmals eine Gesamtdarstellung vorgelegt: in ihr sind die anatomischen, physiologischen, physikalischen und psychologischen Grundlagen integriert, die Methodik sowie - einführungsartig - die Verwendung elektrodermaler Meßtechniken in den wichtigsten Anwendungsbereichen der beteiligten Disziplinen beschrieben. Das Buch ist als Standardwerk anzusehen. Es informiert über zentrale und periphere Mechanismen der elektrodermalen Aktivität sowie entsprechenden Modellvorstellungen. Es vermittelt die Grundlagen der Meßtechniken, die Methoden der Erfassung, Registrierung und Weiterverarbeitung elektrodermaler Phänomene. Der Methodenteil ist mit konkreten Anleitungen versehen und wird durch einen Beitrag von E. Thom zur computerunterstützten Auswertung ergänzt. Der umfangreiche Anwendungsteil behandelt schwerpunktmäßig die Gebiete der allgemeinen, differentiellen und klinischen Psychophysiologie, zusätzlich arbeitspsychologische und forensische Anwendungen. Auch auf die Einsatzmöglichkeiten in der Neurologie, Psychiatrie, Dermatologie und inneren Medizin wird eingegangen.

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