图 书 馆
脑机接口：神经电活动在线判别算法Towards Brain Computer Interfacing: Algorithms for on-line Differentiation of Neuroelectric Activities |
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| 课程网址: | http://videolectures.net/nips09_muller_tbc/ |
| 主讲教师: | Klaus Robert Müller |
| 开课单位: | 柏林工业大学 |
| 开课时间: | 2010-01-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Brain Computer Interfacing (BCI) aims at making use of brain signals for e.g. the control of objects, spelling, gaming and so on. This talk will first provide a brief overview of Brain Computer Interface from a machine learning and signal processing perspective. In particular it shows the wealth, the complexity and the difficulties of the data available, a truly enormous challenge: In real-time a multi-variate very strongly noise contaminated data stream is to be processed and neuroelectric activities are to be accurately differentiated in real time. Finally, I report in more detail about the Berlin Brain Computer (BBCI) Interface that is based on EEG signals and take the audience all the way from the measured signal, the preprocessing and filtering, the classification to the respective application. Â BCI as a new channel for man-machine communication is discussed in a clinical setting and for gaming. |
| 关 键 词: | 脑机接口; 机器学习; 人机交流 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-07-23：chenjy |
| 最后编审: | 2023-07-23：chenjy |
| 阅读次数: | 14 |