We have developed a pointing device that translates handicapped person's movements into direct movements of the computer's cursor. For sensitivity tuning of the cursor movement and coordinate transformation, the neurofuzzy GMDH is employed, whose partial descriptions are represented by RBFs. The click motion is replaced with opening the mouth. A color trucker system for the measurement of head positions is used.
