Park Wanjoo, Korres Georgios, Jamil Muhammad Hassan, Eid Mohamad
Engineering Division, New York University Abu Dhabi, Saadiyat Island, Abu Dhabi, United Arab Emirates.
Front Neurosci. 2024 Jan 8;17:1320417. doi: 10.3389/fnins.2023.1320417. eCollection 2023.
Thermal feedback technologies have been explored in human-computer interaction to provide secondary information and enhance the overall user experience. Unlike fast-response haptic modalities such as vibration and force feedback, the human brain's processes associated with thermal feedback are not fully understood.
In this study, we utilize electroencephalography (EEG) brain imaging to systematically examine the neural correlates associated with a wide range of thermal stimuli, including 9, 15, 32, and 42°C, during active touch at the fingertip. A custom experimental setup is developed to provide thermal stimulation at the desirable temperature levels. A total of 30 participants are recruited to experience the four levels of thermal stimulation by actively touching a thermal stimulation unit with the index finger while recording brain activities via EEG. Time-frequency analysis and power spectral density (PSD) of the EEG data are utilized to analyze the delta, theta, alpha, beta, and gamma frequency bands.
The results show that the delta, theta, and alpha PSDs of 9 and 15°C stimuli are significantly higher than the PSDs of 32 and 42°C in the right frontal area during the early stage of the stimulation, from 282 ms up to 1,108 ms (One-way ANOVA test, Holm-Bonferroni correction, < 0.05). No significant differences in PSDs are found between 9 and 15°C thermal stimuli or between 32 and 42°C thermal stimuli.
The findings of this study inform the development of thermal feedback system in human-computer interaction.
热反馈技术已在人机交互中得到探索,以提供辅助信息并提升整体用户体验。与振动和力反馈等快速响应的触觉模态不同,与热反馈相关的人类大脑过程尚未完全被理解。
在本研究中,我们利用脑电图(EEG)脑成像技术,系统地研究在指尖主动触摸过程中,与包括9、15、32和42°C在内的多种热刺激相关的神经关联。开发了一个定制的实验装置,以在所需温度水平下提供热刺激。总共招募了30名参与者,让他们用食指主动触摸热刺激单元,体验四个级别的热刺激,同时通过EEG记录大脑活动。利用EEG数据的时频分析和功率谱密度(PSD)来分析δ、θ、α、β和γ频段。
结果表明,在刺激的早期阶段,即从282毫秒到1108毫秒期间,9°C和15°C刺激的δ、θ和α频段PSD在右额叶区域显著高于32°C和42°C刺激的PSD(单向方差分析测试,霍尔姆 - 邦费罗尼校正,<0.05)。在9°C和15°C热刺激之间或32°C和42°C热刺激之间,PSD未发现显著差异。
本研究的结果为开发人机交互中的热反馈系统提供了信息。