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Research Article

Influence of stimuli colour in SSVEP-based BCI wheelchair control using support vector machines

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Pages 125-134 | Received 23 Jul 2013, Accepted 09 Jan 2014, Published online: 17 Feb 2014

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Shih-Kang Chen, Chin-Sheng Chen, Yu-Kai Wang & Chin-Teng Lin. (2020) An SSVEP Stimuli Design using Real-time Camera View with Object Recognition. An SSVEP Stimuli Design using Real-time Camera View with Object Recognition.
Giovanni Acampora, Pasquale Trinchese & Autilia Vitiello. (2020) Classifying EEG Signals in Single-Channel SSVEP-based BCIs through Support Vector Machine. Classifying EEG Signals in Single-Channel SSVEP-based BCIs through Support Vector Machine.
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M de Neeling & M M Van Hulle. (2019) Single-paradigm and hybrid brain computing interfaces and their use by disabled patients. Journal of Neural Engineering 16:6, pages 061001.
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Nafiul Hasan, Md. Mahmudul Hasan & Md. Akramul Alim. (2019) Design of EEG Based Wheel Chair by Using Color Stimuli and Rhythm Analysis. Design of EEG Based Wheel Chair by Using Color Stimuli and Rhythm Analysis.
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Zhong-Ke Gao, Jun Zhang, Wei-Dong Dang, Yu-Xuan Yang, Qing Cai, Chao-Xu Mu & Celso Grebogi. (2018) Multivariate empirical mode decomposition and multiscale entropy analysis of EEG signals from SSVEP-based BCI system. EPL (Europhysics Letters) 122:4, pages 40010.
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Keun-Tae Kim, Heung-Il Suk & Seong-Whan Lee. (2018) Commanding a Brain-Controlled Wheelchair Using Steady-State Somatosensory Evoked Potentials. IEEE Transactions on Neural Systems and Rehabilitation Engineering 26:3, pages 654-665.
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Omar Piña-Ramírez, Raquel Valdés-Cristerna, Verónica Medina-Bañuelos & Oscar Yañez-Suárez. 2018. Smart Wheelchairs and Brain-Computer Interfaces. Smart Wheelchairs and Brain-Computer Interfaces 131 170 .
Takuya Hayakawa & Jun Kobayashi. (2017) Open eyes influence on electroencephalography signals for constructing neural network classifiers as mobile robot control brain-computer interface. Open eyes influence on electroencephalography signals for constructing neural network classifiers as mobile robot control brain-computer interface.
Arjon Turnip, Muhammad Agung Suhendra, K. Dwi Esti & Poltak Sihombing. (2017) Design of extraction method of SSVEP brain activity with IIR Chebyshev. Design of extraction method of SSVEP brain activity with IIR Chebyshev.
L R Quitadamo, F Cavrini, L Sbernini, F Riillo, L Bianchi, S Seri & G Saggio. (2017) Support vector machines to detect physiological patterns for EEG and EMG-based human–computer interaction: a review. Journal of Neural Engineering 14:1, pages 011001.
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Hongfei Ji, Jie Li, Rongrong Lu, Rong Gu, Lei Cao & Xiaoliang Gong. (2016) EEG Classification for Hybrid Brain-Computer Interface Using a Tensor Based Multiclass Multimodal Analysis Scheme. Computational Intelligence and Neuroscience 2016, pages 1-15.
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Arjon Turnip, M. Ilham Rizgyawan, K. Dwi Esti, Sandi Yanyoan & Edi Mulyana. (2016) Real time classification of SSVEP brain activity with adaptive feedforward neural networks. Real time classification of SSVEP brain activity with adaptive feedforward neural networks.
Mardi Turnip, Abdi Dharma, Hendra H. S. Pasaribu, Mawaddah Harahap, M. Faizal Amri, M. A. Suhendra & Arjon Turnip. (2015) An application of online ANFIS classifier for wheelchair based brain computer interface. An application of online ANFIS classifier for wheelchair based brain computer interface.
Arjon Turnip, Artha I. Simbolon, M. Faizal Amri & M. Agung Suhendra. (2015) Utilization of EEG-SSVEP method and ANFIS classifier for controlling electronic wheelchair. Utilization of EEG-SSVEP method and ANFIS classifier for controlling electronic wheelchair.
Arjon Turnip, M. Agung Suhendra & Mada Sanjaya W. S.. (2015) Brain-controlled wheelchair based EEG-SSVEP signals classified by nonlinear adaptive filter. Brain-controlled wheelchair based EEG-SSVEP signals classified by nonlinear adaptive filter.
Xiaokang Shu, Lin Yao, Jianjun Meng, Xinjun Sheng & Xiangyang Zhu. (2015) Visual Stimulus Background Effects on SSVEP-Based BCI Towards a Practical Robot Car Control. International Journal of Humanoid Robotics 12:02, pages 1550014.
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Richard J.M.G. Tello, Alexandre L.C. Bissoli, Flavio Ferrara, Sandra Müller, Andre Ferreira & Teodiano F. Bastos-Filho. (2015) Development of a Human Machine Interface for Control of Robotic Wheelchair and Smart Environment**The authors thank FAPES (a foundation of the Secretary of Science and Technology of the State of Espirito Santo, Brazil), CAPES (a foundation of the Brazilian Ministry of Education) and CNPQ (The Brazilian National Council for Scientific and Technological Development), for the support given to this work.. IFAC-PapersOnLine 48:19, pages 136-141.
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