The main focus of my research is on motor control in humans and robotic
systems. This research combines experimental work in human subjects with
the development of mathematical models that formulate alternative hypotheses
concerning motion planning and control strategies by the brain. This combined
research helps in gaining insight into human motor control and subserves
the development of motion planning and control algorithms for artificial
robotic systems. In particular, together with colleagues I study the principles
that underlie the selection and planning of human 2D and 3D arm movements
during reaching, drawing and grasping tasks. The comparison of motor performance
in neurologically healthy human subjects with that of patients suffering
from various movement disorders contributes to the understanding of the
pathophysiological processes underlying such disorders. One of my current
interests is in the topic of motor learning in humans and in the development
of learning capabilities for robotic systems. Another current interest
is in developing mathematical formalisms based on differential geometry
and Lie Algebra to investigate motion planning strategies and the resolution
of task and kinematic redundancy problems associated with multi-degrees
of freedom moments in biological and robotic systems. An additional current
interest is in investigating the neural control of flexible hyper-redundant
arms as in the Octopus. Further details concerning my interests in relation
to Brain Research
and Neurobiology can be found here.