Cf. Ramos et al., PARAMETER-IDENTIFICATION OF A NEUROLOGICAL CONTROL MODEL FOR THE PATHOLOGICAL HEAD MOVEMENTS OF CEREBELLAR PATIENTS, Biosystems, 34(1-3), 1995, pp. 129-141
The objective of this research is to explore the role of the cerebellu
m in the human motor control system. The present study quantitatively
compares the neurological control signals effecting fast, horizontal h
ead rotations in normal subjects to those in patients with a cerebella
r lesion. The method involves the use of a computer simulation model f
or one degree-of-freedom movements. A method for unconstrained global
optimization, first proposed by Hans Bremermann (1970), is used to ide
ntify the timing and magnitudes of the input neurological control sign
als to the model, which are compared to recorded electromyograms (EMGs
). Experimentally recorded kinematics from cerebellar patients and fro
m normal subjects were used to drive the parameter search. These simul
ations found that cerebellar patients' neurological control signals we
re altered with respect to those of normal subjects, and suggest that
the electromyographic activity of cerebellar patients may comprise at
least five bursts of activity whereas normal subjects typically exhibi
t only three. The results are discussed with respect to the hypothesis
that the cerebellum may be involved in both the timing and magnitudes
of the neurological control signals effecting voluntary movement.