Integrating EEG Modality in Serious Games for Rehabilitation of Mental Patients

作者: Chun Siong Lee , Chee Kong Chui , Cuntai Guan , Pui Wai Eu , Bhing Leet Tan

DOI: 10.1007/978-981-4560-32-0_4

关键词:

摘要: In order to develop an effective autonomous rehabilitative training solution with serious games for use occupational therapy of mental patients, the authors postulate that a could come from combining human performance engineering cognitive science. Conventional physical task metrics are insufficient in assessing overall patients. Ideally, state subject should be assessed conjunction motor better evaluate rehabilitation progress observe and subjects, noninvasive scalp EEG was used. The readings were then analyzed using Lempel–Ziv complexity (LZC) spectral analysis. objective this study is compare against corresponding analysis enables identification possible neural markers gauging activity pertinent mastery simple tasks. Results identify LZC values theta low alpha frequency band central, occipital, parietal regions can possibly used as markers.

参考文章(32)
Anne Shumway-Cook, Marjorie H. Woollacott, Motor Control: Translating Research into Clinical Practice ,(2006)
W. Klimesch, H. Schimke, J. Schwaiger, Episodic and semantic memory: an analysis in the EEG theta and alpha band Electroencephalography and Clinical Neurophysiology. ,vol. 91, pp. 428- 441 ,(1994) , 10.1016/0013-4694(94)90164-3
W. KLIMESCH, M. DOPPELMAYR, H. SCHIMKE, B. RIPPER, Theta synchronization and alpha desynchronization in a memory task Psychophysiology. ,vol. 34, pp. 169- 176 ,(1997) , 10.1111/J.1469-8986.1997.TB02128.X
W Klimesch, M Doppelmayr, Th Pachinger, B Ripper, Brain oscillations and human memory: EEG correlates in the upper alpha and theta band. Neuroscience Letters. ,vol. 238, pp. 9- 12 ,(1997) , 10.1016/S0304-3940(97)00771-4
Xiaowei Li, Bin Hu, Tingshao Zhu, Jingzhi Yan, Fang Zheng, Towards affective learning with an EEG feedback approach Proceedings of the first ACM international workshop on Multimedia technologies for distance learning. pp. 33- 38 ,(2009) , 10.1145/1631111.1631118
W. Klimesch, H. Schimke, G. Pfurtscheller, Alpha frequency, cognitive load and memory performance. Brain Topography. ,vol. 5, pp. 241- 251 ,(1993) , 10.1007/BF01128991
W. Klimesch, M. Doppelmayr, J. Schwaiger, P. Auinger, Th. Winkler, `Paradoxical' alpha synchronization in a memory task Cognitive Brain Research. ,vol. 7, pp. 493- 501 ,(1999) , 10.1016/S0926-6410(98)00056-1
Thalía Fernández, Thalía Harmony, Mario Rodríguez, Jorge Bernal, Juan Silva, Alfonso Reyes, Erzsébet Marosi, EEG activation patterns during the performance of tasks involving different components of mental calculation Electroencephalography and Clinical Neurophysiology. ,vol. 94, pp. 175- 182 ,(1995) , 10.1016/0013-4694(94)00262-J
Ljubomir I. Aftanas, Vladimir I. Koshkarov, Vera L. Pokrovskaja, Natalia V. Lotova, Yuri N. Mordvintsev, Pre- and post-stimulus processes in affective task and event-related desynchronization (ERD): Do they discriminate anxiety coping styles? International Journal of Psychophysiology. ,vol. 24, pp. 197- 212 ,(1996) , 10.1016/S0167-8760(96)00060-8
Yasutaka Kubota, Wataru Sato, Motomi Toichi, Toshiya Murai, Takashi Okada, Akiko Hayashi, Akira Sengoku, Frontal midline theta rhythm is correlated with cardiac autonomic activities during the performance of an attention demanding meditation procedure Cognitive Brain Research. ,vol. 11, pp. 281- 287 ,(2001) , 10.1016/S0926-6410(00)00086-0