Previous work (Schieber and Hibbard, 1993) has shown that single motor cort
ical neurons do not discharge specifically for a particular flexion-extensi
on finger movement but instead are active with movements of different finge
rs. In addition, neuronal populations active with movements of different fi
ngers overlap extensively in their spatial locations in the motor cortex. T
hese data suggested that control of any finger movement utilizes a distribu
ted population of neurons. In this study we applied the neuronal population
vector analysis (Georgopoulos et al., 1983) to these same data to determin
e (1) whether single cells are tuned in an abstract, three-dimensional (3D)
instructed finger and wrist movement space with hand-like geometry and (2)
whether the neuronal population encodes specific finger movements. We foun
d that the activity of 132/176 (75%) motor cortical neurons related to fing
er movements was indeed tuned in this space. Moreover, the population vecto
r computed in this space predicted well the instructed finger movement. Thu
s, although single neurons may be related to several disparate finger movem
ents, and neurons related to different finger movements are intermingled th
roughout the hand area of the motor cortex, the neuronal population activit
y does specify particular finger movements.