Neural Control of Hand and Finger Movements
Our lab investigates how the brain controls movements of the body, and translates our findings to advance brain-machine interface technology for restoration and repair of lost or damaged neurological function. A longstanding line of investigation explores control of fine finger movements, like those used in typing, playing a musical instrument, or performing delicate surgery. More recent work explores the combination of reaching, grasping, and manipulating. In both realms, we study how the brain controls a rather complex set of muscles to achieve the required movement.
On-going projects include the following:
- Controlling a Dexterous Hand From Neural Signals
- Multidimensional intracortical microstimulation to inject information into the brain.
- Reach, Grasp, and Manipulation
- Variation in the throughput from single cortico-motoneuronal cells to electromyographic activity
- Dimensionality reduction in the cortico-muscular system controlling the hand
- Neuron selection based on deflection coefficient maximization for the neural decoding of dexterous finger movements.IEEE Trans Neural Syst Rehabil Eng. 23, 374-84. (2015 May 01).
- Advancing brain-machine interfaces: moving beyond linear state space models.Front Syst Neurosci. 9, 108. (2015 Jan 01).
- Principal components of hand kinematics and neurophysiological signals in motor cortex during reach to grasp movements.J Neurophysiol. 112, 1857-70. (2014 Oct 15).