INVESTIGADORES
FERNANDEZ CORAZZA Mariano
congresos y reuniones científicas
Título:
Optimization in transcranial electrical neuromodulation based on the reciprocity principle
Autor/es:
MARIANO FERNÁNDEZ CORAZZA; SERGEI TUROVETS; PHAN LUU; DON TUCKER
Lugar:
Singapur
Reunión:
Conferencia; 1st International Brain Stimulation Conference; 2015
Institución organizadora:
Elsevier
Resumen:
One of the key challenges in dense array transcranial electrical
neuromodulation is to find a current injection pattern that maximizes
the current density at a cortical region of interest and minimizes it in
the rest of the head, which is mathematically modelled as an
optimization problem. These optimal patterns can be found with help of
the Least Squares (LS) or Linearly Constrained Minimum Variance (LCMV)
algorithms. However, these methods return currents for all available
electrodes in a dense array head harness. Therefore, each electrode
requires to be driven by an independent current source, which is not
always practical and at least expensive. The aim of this study is to
analyze several optimization methods that comply with hardware and
safety constraints. The reciprocity principle is instrumental in finding
optimal injection patterns guided by the solution of the forward
problem in Electroencephalography and taking into account the mentioned
constrains. We have compared the performance of the reciprocity family
methods in terms of bias, focality, intensity, and directionality using
the LS and LCMV solutions as the baseline. Four targets on the cortex
differing by depth and orientation were defined in a detailed
seven-tissue MRI/CT based Finite Element head model. The optimal current
injection patterns were computed using the LS, LCMV and three
reciprocity derivative methods assuming 128 and 256 electrode nets, one
current injection source and no fewer than 10 electrodes engaged as
sources or as sinks from the safety considerations. All reciprocity
algorithms showed good performance comparable to the LCMV and LS
solutions. The best ?ad hoc? reciprocity version has demonstrated the
focality similar to the LCMV and LS solutions, and higher intensity on
the target in the desired direction. Comparing the 128 and 256 electrode
cases we found that use of the larger electrode number improves the
focality and intensity parameters.