Brain and Behavior Computing

Sahu, Mridu, Sinha, G. R.

  • 出版商: CRC
  • 出版日期: 2023-09-25
  • 售價: $2,900
  • 貴賓價: 9.5$2,755
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 036755299X
  • ISBN-13: 9780367552992
  • 相關分類: 人工智慧大數據 Big-dataData Science
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商品描述

Brain and Behavior Computing offers insights into the functions of the human brain. This book provides an emphasis on brain and behavior computing with different modalities available such as signal processing, image processing, data sciences, statistics further it includes fundamental, mathematical model, algorithms, case studies, and future research scopes. It further illustrates brain signal sources and how the brain signal can process, manipulate, and transform in different domains allowing researchers and professionals to extract information about the physiological condition of the brain.

  • Emphasizes real challenges in brain signal processing for a variety of applications for analysis, classification, and clustering.
  • Discusses data sciences and its applications in brain computing visualization. Covers all the most recent tools for analysing the brain and it's working.
  • Describes brain modeling and all possible machine learning methods and their uses.
  • Augments the use of data mining and machine learning to brain computer interface (BCI) devices.
  • Includes case studies and actual simulation examples.

This book is aimed at researchers, professionals, and graduate students in image processing and computer vision, biomedical engineering, signal processing, and brain and behavior computing.

商品描述(中文翻譯)

《腦與行為計算》提供了對人類大腦功能的深入洞察。本書著重於腦與行為計算,並介紹了不同的模態,如信號處理、影像處理、數據科學和統計學等。它包括基礎知識、數學模型、算法、案例研究和未來研究方向。此外,本書還說明了腦信號的來源以及腦信號在不同領域中的處理、操作和轉換方式,使研究人員和專業人士能夠提取有關大腦生理狀態的信息。

本書重點介紹了腦信號處理在各種應用中的真實挑戰,包括分析、分類和聚類。還討論了數據科學及其在腦計算可視化中的應用,涵蓋了最新的用於分析大腦及其工作方式的工具。

本書描述了腦建模和所有可能的機器學習方法及其用途。還增強了數據挖掘和機器學習在腦機接口(BCI)設備中的應用。此外,還包括案例研究和實際模擬示例。

本書針對影像處理和計算機視覺、生物醫學工程、信號處理以及腦與行為計算的研究人員、專業人士和研究生。