Toward Brain-Computer Interaction in Paralysis: A New Approach Based on Visual Evoked Potentials and Depth-of-Field (Human?Computer Interaction Series)
暫譯: 朝向癱瘓患者的腦機互動:基於視覺誘發電位與景深的新方法(人機互動系列)
Anibal Cotrina
- 出版商: Springer
- 出版日期: 2017-04-13
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 112
- 裝訂: Paperback
- ISBN: 3319522973
- ISBN-13: 9783319522975
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商品描述
This book presents up-to-date information on Brain-computer Interfaces (BCI).
BCIs are systems that record brain signals, extract features and translate them into computer commands. For instance, in BCIs based on the steady-state visual evoked potentials (SSVEP-BCI), brain potentials evoked by visual stimuli are used for controlling computer-based devices.
Inspired by the optical phenomenon of depth of field, this book introduces, describes, and evaluates a novel way of setting visual stimuli for SSVEP-BCI. It employs two stimuli that were placed at different distances from the subjects so that if one stimulus is focused on, the other one is non-focused. This assessment allows SSVEP-BCI users to modulate their brain signals by shifting their focus because focused and non-focused stimuli evoke different brain potentials. It allows people to send two brain commands with high accuracy rate by shifting their focus. Hence, computer interaction systems can be proposed for people with paralysis, such as patients with amyotrophic lateral sclerosis since focusing mechanism does not demand head, neck, or eyeball movements.
The matter assessed in this book that includes offline and online experiments, is useful for researchers in human-machine interaction who are looking for relevant possibilities of improving the quality of life of people in paralysis situation.
商品描述(中文翻譯)
本書提供有關腦機介面(Brain-computer Interfaces, BCI)的最新資訊。
BCI 是一種系統,能夠記錄腦部信號、提取特徵並將其轉換為電腦指令。例如,在基於穩態視覺誘發電位(steady-state visual evoked potentials, SSVEP-BCI)的 BCI 中,利用視覺刺激所誘發的腦電位來控制基於電腦的設備。
本書受到景深光學現象的啟發,介紹、描述並評估了一種為 SSVEP-BCI 設定視覺刺激的新方法。它使用兩個刺激,這些刺激與受試者的距離不同,當一個刺激被聚焦時,另一個刺激則不被聚焦。這種評估使得 SSVEP-BCI 使用者能夠通過改變注意焦點來調節其腦信號,因為聚焦和不聚焦的刺激會誘發不同的腦電位。這使得人們能夠通過改變注意焦點以高準確率發送兩個腦指令。因此,可以為癱瘓患者(例如肌萎縮側索硬化症患者)提出電腦互動系統,因為聚焦機制不需要頭部、頸部或眼球的運動。
本書中評估的內容包括離線和在線實驗,對於尋求改善癱瘓情況下人們生活品質的研究人員來說,具有實用價值。