Hybrid EEG-fNIRS brain computer interface based on common spatial pattern by using EEG-informed general linear model
Hybrid brain–computer interfaces (BCI) utilizing the high temporal resolution of
electroencephalography (EEG) and the high spatial resolution of functional near-infrared …
electroencephalography (EEG) and the high spatial resolution of functional near-infrared …
Improved classification performance of EEG-fNIRS multimodal brain-computer interface based on multi-domain features and multi-level progressive learning
Electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) have
potentially complementary characteristics that reflect the electrical and hemodynamic …
potentially complementary characteristics that reflect the electrical and hemodynamic …
[PDF][PDF] 脑机接口中脑电图-近红外光谱联合分析进展研究
张力新， 周鸿展， 王东， 孟佳圆， 许敏鹏， 明东 - 电子与信息学报, 2024 - jeit.ac.cn
脑机接口(BCI) 能将受试者意图相关的大脑活动转化为外部设备控制指令, 在神经疾病治疗,
运动康复等方面具有较高应用潜力. BCI 的实现需从人脑获取有意义的信号, 而脑电图(EEG) …
运动康复等方面具有较高应用潜力. BCI 的实现需从人脑获取有意义的信号, 而脑电图(EEG) …
Research Progress of ElectroEncephaloGraphy-Near-InfRared Spectroscopy Combined Analysis in Brain-Computer Interface
L ZHANG, H ZHOU, D WANG, J MENG, M XU, D MING - 电子与信息学报, 2024 - jeit.ac.cn
Abstract Brain-Computer Interface (BCI) can convert the brain activity related to the subject's
intention into external device control instructions, which have high application potential in …
intention into external device control instructions, which have high application potential in …
EFMLNet: Fusion Model Based on End-to-End Mutual Information Learning for Hybrid EEG-fNIRS Brain-Computer Interface Applications
Electroencephalography (EEG) and functional near infrared spectroscopy (fNIRS), both
portable and non-invasive, enhance brain-computer interface (BCI) performance by …
portable and non-invasive, enhance brain-computer interface (BCI) performance by …