Decoding details of human functions using electrocorticography

G. Schalk
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Abstract

Our laboratory integrates and advances scientific, engineering, and clinical concepts to innovate, develop and test new neurotechnologies and to apply them to basic and applied research. These multidisciplinary efforts span a variety of areas, including computational, cognitive, and systems neuroscience, signal processing, machine learning, statistics, computer science, and neurology/neurosurgery. Our vision is to revolutionize the way we can study the brain, and to develop important clinical tools for diagnosis or treatment of nervous system function.
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使用皮质电图解码人体功能的细节
我们的实验室整合并推进科学、工程和临床概念,以创新、开发和测试新的神经技术,并将其应用于基础和应用研究。这些多学科的努力跨越了各种领域,包括计算、认知和系统神经科学、信号处理、机器学习、统计学、计算机科学和神经病学/神经外科。我们的愿景是彻底改变我们研究大脑的方式,并开发重要的临床工具来诊断或治疗神经系统功能。
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Common neural mechanism for reaching movements Machine learning for BCI: towards analysing cognition Hand motion reconstruction using EEG and EMG Domain knowledge and feature representation Decoding details of human functions using electrocorticography
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