Signal Processing for Neuroscientists

Signal Processing for Neuroscientists pdf epub mobi txt 電子書 下載2025

出版者:Academic Press
作者:Wim van Drongelen
出品人:
頁數:320
译者:
出版時間:2006-12-27
價格:USD 91.95
裝幀:Hardcover
isbn號碼:9780123708670
叢書系列:
圖書標籤:
  • neuroscience 
  • 信號處理 
  • Signal 
  • 神經科學 
  • 數學 
  • Neuroscience 
  • 科學 
  • 生物 
  •  
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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

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