Eeg-Based Brain-Computer Interfaces: Cognitive Analysis and Control Applications
暫譯: 腦電波基礎的腦機介面:認知分析與控制應用

Bansal, Dipali, Mahajan, Rashima

商品描述

EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental scenarios and features algorithms for acquiring real-time EEG signals using commercially available units that interface with MATLAB software for acquisition and control.

  • Details techniques for multiple types of analysis (including ERP, scalp map, sub-band power and independent component) to acquire data from deliberate eye-blinking
  • Demonstrates how to use EEGs to develop more intuitive BCIs in real-time scenarios
  • Includes algorithms and scenarios that interface with MATLAB software for interactive use

商品描述(中文翻譯)

《基於腦電圖的腦機介面:認知分析與控制應用》提供了一種技術方法,利用腦信號進行控制應用,並介紹了與腦電圖(EEG)相關的腦機介面(BCI)進展。本書中的研究和技術討論了基於故意眨眼數據的時間和頻率域分析,作為EEG觸發控制應用的基礎。此外,本書提供了實驗場景,並特別介紹了使用商用設備獲取實時EEG信號的算法,這些設備可與MATLAB軟體進行介面連接以進行數據獲取和控制。

- 詳細介紹多種分析技術(包括事件相關電位(ERP)、頭皮圖、子帶功率和獨立成分)以從故意眨眼中獲取數據
- 演示如何在實時場景中使用EEG開發更直觀的BCI
- 包含與MATLAB軟體介面連接的算法和場景,以便進行互動使用

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