Essays about: "motor imagery"

Showing result 6 - 10 of 15 essays containing the words motor imagery.

1. 6. NSGA-II DESIGN FOR FEATURE SELECTION IN EEG CLASSIFICATION RELATED TO MOTOR IMAGERY

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Robin Johansson; [2020]
   Keywords : ;

   Abstract : Feature selection is an important step regarding Electroencephalogram (EEG) classification, for a Brain-Computer Interface (BCI) systems, related to Motor Imagery (MI), due to large amount of features, and few samples. This makes the classification process computationally expensive, and limits the BCI systems real-time applicability. READ MORE

3. 7. The Impact of Motor Imagery on Sport Performance and the Brain's Plasticity

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Johanna Lingvall; [2019]
   Keywords : Motor imagery; mental imagery; brain plasticity; sport performance;

   Abstract : New neuroimaging techniques have made it possible to examine imagery and found evidence for that imagery share similar neural correlates as in perception. Imagery can be used in different areas to enhance performance, and it is a popular technique in sports. Similar to physical practice (PP), motor imagery (MI) can result in brain plasticity. READ MORE

4. 8. Empirical studies of multiobjective evolutionary algorithm in classifying neural oscillations to motor imagery

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Christoffer Parkkila; [2019]
   Keywords : ;

   Abstract : Brain-computer interfaces (BCIs) enables direct communication between a brain and a computer by recording and analyzing a subject’s neural activity in real-time. Research in BCI that classifies motor imagery (MI) activities are common in the literature due to its importance and applicability, e.g., stroke rehabilitation. READ MORE

5. 9. Merging brain-computer interfaces and virtual reality : A neuroscientific exploration

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Silvia Boldeanu; [2018]
   Keywords : Brain-computer interface BCI ; Brain-machine interface BMI ; Virtual reality VR ; Motor imagery; Visual evoked potentials; Brain-to-brain communication;

   Abstract : Brain-computer interfaces (BCIs) blend methods and concepts researched by cognitive neuroscience, electrophysiology, computer science and engineering, resulting in systems of bi-directional information exchange directly between brain and computer. BCIs contribute to medical applications that restore communication and mobility for disabled patients and provide new forms of sending information to devices for enhancement and entertainment. READ MORE

6. 10. Novel Cluster-Based SVM to reduce classification error in noisy EEG data: towards real-time brain-robot interfaces

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Martin Johansson; [2018]
   Keywords : ;

   Abstract : To be able to control a robotic platform using signals form the human brain is something that has been considered science fiction for a long time. With the technology available today however, it has more or less become a reality. Electroencephalography or EEG for short is a widely used method for extracting signals form the brain. READ MORE