Brainloop
 
8. Direct Brain–Computer Communication
  8.2. Neurophysiological considerations
  8.2.2. Motor Imagery

Motor imagery may be seen as mental rehearsal of a motor act without any overt motor output. It is broadly accepted that mental imagination of movements involves similar brain regions/functions which are involved in programming and preparing such movements.
According to this view, the main difference between performance and imagery is that in the latter case execution would be blocked at some corticospinal level.

Several EEG studies further confirm the notion that motor imagery can activate primary sensorimotor areas.

Recent high-resolution EEG experiments showed that independent of the required motor task, imagination versus overt execution of a given movement, the most prominent EEG changes were localized over the corresponding primary sensorimotor cortex.
During the imagination of a right-hand or left-hand movement, for example, we found a similar ERD over the contralateral hand area as is usually found during planning or preparation of a real movement.


 
8. Direct Brain–Computer Communication
  8.1. A short overview of EEG-based BCI systems
8.2. Neurophysiological considerations
  8.2.1. Dynamics of Brain Oscillations
8.2.2. Motor Imagery
8.3. Components of graz BCI
  8.3.1. Parameter Estimation and Classification
  8.3.1.1. Band Power Estimates
8.3.1.2. Adaptive Autoregressive Model
8.3.1.3. Common Spatial Patterns
8.3.1.4. Hidden Markov Model
8.3.2. Hardware–Software Requirements
  8.4. Man–Machine Learning Dilemma (MMLD)
  8.5. Visual target stimulus modifying the EEG
   

Source: Motor Imagery and Direct Brain–Computer Communication, Gert Pfurtscheller and Christa Neuper
 
 
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