PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Cortical preparatory activity: Representation of movement or first cog in a dynamical machine?
M.M. Churchland, John Cunningham, M.T. Kaufman, S.I. Ryu and K.V. Shenoy
Neuron Volume 68, pp. 387-400, 2010.

Abstract

The motor cortices are active during both movement and movement preparation. A common assumption is that preparatory activity constitutes a subthreshold form of movement activity: a neuron active during rightward movements becomes modestly active during preparation of a rightward movement. We asked whether this pattern of activity is, in fact, observed. We found that it was not: at the level of a single neuron, preparatory tuning was weakly correlated with movement-period tuning. Yet, somewhat paradoxically, preparatory tuning could be captured by a preferred direction in an abstract “space” that described the population-level pattern of movement activity. In fact, this relationship accounted for preparatory responses better than did traditional tuning models. These results are expected if preparatory activity provides the initial state of a dynamical system whose evolution produces movement activity. Our results thus suggest that preparatory activity may not represent specific factors, and may instead play a more mechanistic role.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Theory & Algorithms
ID Code:7956
Deposited By:John Cunningham
Deposited On:17 March 2011