2010.02.19 - Eb Fetz - Applications of recurrent brain computer interfaces

    • Brain adapts to control of external devices
      • metaphor for self controlling body
    • Capable of independent control of neighboring neurons
      • both increase and decrease firing rate
    • Capable of isolating motor cortex cell from muscles (bidirectional)
    • DC, frequency, single units are being used for brain computer interfaces
    • Quickest learning seems to be in distal muscles of motor cortex
    • Why does BCI suck?
      • Complex transforms of multi-unit activity may complicate the control
      • Independent control is impossible due to ensemble interactions
      • Lack of proprioception may create ataxic effect
      • Not enough time to learn patterns
    • In free behaviors muscles are coactivated
    • Brain is highly plastic don't have to pick anatomic locations
    • Operant conditioning using BCI and other input signals