论文标题
EPOC EMOTIV EEG基础知识
EPOC Emotiv EEG Basics
论文作者
论文摘要
该文档提供了一些基本的指导,以开始使用EPOC Emotiv Neuroheadseet设备,并描述了如何使用它来执行基本的脑部计算机界面(BCI)研究。从电生理的角度来看,关于如何设置设备的简要教程,以及执行一些基本分析的描述和实用的代码。引入了一个基本的实验,以检测最古老的,实际上仍然有价值的电生理相关性,视觉枕α波或伯格节奏。当受试者受到背景认知障碍影响时,降低了α波的功率谱,则阐述了另一个实验。本文档还通过使用EPOC Emotiv库以及Python Emokit软件包简要介绍了信息的提取。该报告介绍了如何使用EEGLAB和MATLAB以及Python堆栈进行神经生理学分析的基本指南。最后,提供了对不同特征提取和分类方法的基本分析。
This document provides some basic guidance to start working with the EPOC Emotiv neuroheadset device and describes how to use it to perform basic Brain-Computer Interface (BCI) research. A brief tutorial on how to set up the device, from its electrophysiological point of view, as well as a description and practical code to perform some basic analysis, is explained. A basic experiment is introduced to detect one of the oldest and, indeed, quite still valuable electrophysiological correlate, visual occipital alpha waves, or Berger Rhythm. An additional experiment is expounded where the power spectrum of alpha waves is reduced when a subject is affected by background cognitive disturbances. This document also briefs about the extraction of information by using the EPOC Emotiv library and also with python Emokit package. This report presents a basic guide on how to use EEGLAB and MATLAB, as well as python stack to perform the neurophysiological analysis. Finally, a basic analysis on different feature extraction and classification methods is provided.