Brain and Behavior Computing
暫譯: 腦與行為計算

Sahu, Mridu, Sinha, G. R.

  • 出版商: CRC
  • 出版日期: 2023-09-25
  • 售價: $2,830
  • 貴賓價: 9.5$2,689
  • 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
  • 海外代購書籍(需單獨結帳)

相關主題

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)

《大腦與行為計算》提供了對人類大腦功能的深入見解。本書強調大腦與行為計算,涵蓋了多種可用的模式,如信號處理、影像處理、數據科學、統計學,並包括基本的數學模型、演算法、案例研究以及未來的研究範疇。它進一步說明了大腦信號的來源,以及大腦信號如何在不同領域中進行處理、操作和轉換,使研究人員和專業人士能夠提取有關大腦生理狀況的信息。

- 強調在各種應用中進行大腦信號處理的實際挑戰,包括分析、分類和聚類。
- 討論數據科學及其在大腦計算可視化中的應用。涵蓋了所有最新的工具,用於分析大腦及其運作。
- 描述大腦建模及所有可能的機器學習方法及其用途。
- 增強數據挖掘和機器學習在腦機介面(BCI)設備中的應用。
- 包含案例研究和實際模擬範例。

本書旨在為影像處理與計算機視覺、生物醫學工程、信號處理以及大腦與行為計算領域的研究人員、專業人士和研究生提供參考。