TY - JOUR
T1 - Trial-to-trial variability of single cells in motor cortices is dynamically modified during visuomotor adaptation
AU - Mandelblat-Cerf, Yael
AU - Paz, Rony
AU - Vaadia, Eilon
PY - 2009/12/2
Y1 - 2009/12/2
N2 - Neurons in all brain areas exhibit variability in their spiking activity. Although part of this variability can be considered as noise that is detrimental to information processing, recent findings indicate that variability can also be beneficial. In particular, it was suggested that variability in the motor system allows for exploration of possible motor states and therefore can facilitate learning and adaptation to new environments. Here, we provide evidence to support this idea by analyzing the variability of neurons in the primary motor cortex (M1) and in the supplementary motor area (SMA-proper) of monkeys adapting to new rotational visuomotor tasks.Wefound that trial-to-trial variability increased during learning and exhibited four main characteristics: (1) modulation occurred preferentially during a delay periodwhenthe target ofmovementwas already known, but beforemovementonset; (2) variability returned to its initial levels toward the end of learning; (3) the increase in variability was more apparent in cells with preferred movement directions close to those experienced during learning; and (4) the increase in variability emerged at early phases of learning in the SMA, whereas in M1 behavior reached plateau levels of performance. These results are highly consistent with previous findings that showed similar trends in variability across a population of neurons. Together, the results strengthen the idea that single-cell variability can be much more than mere noise and may be an integral part of the underlying mechanism of sensorimotor learning.
AB - Neurons in all brain areas exhibit variability in their spiking activity. Although part of this variability can be considered as noise that is detrimental to information processing, recent findings indicate that variability can also be beneficial. In particular, it was suggested that variability in the motor system allows for exploration of possible motor states and therefore can facilitate learning and adaptation to new environments. Here, we provide evidence to support this idea by analyzing the variability of neurons in the primary motor cortex (M1) and in the supplementary motor area (SMA-proper) of monkeys adapting to new rotational visuomotor tasks.Wefound that trial-to-trial variability increased during learning and exhibited four main characteristics: (1) modulation occurred preferentially during a delay periodwhenthe target ofmovementwas already known, but beforemovementonset; (2) variability returned to its initial levels toward the end of learning; (3) the increase in variability was more apparent in cells with preferred movement directions close to those experienced during learning; and (4) the increase in variability emerged at early phases of learning in the SMA, whereas in M1 behavior reached plateau levels of performance. These results are highly consistent with previous findings that showed similar trends in variability across a population of neurons. Together, the results strengthen the idea that single-cell variability can be much more than mere noise and may be an integral part of the underlying mechanism of sensorimotor learning.
UR - http://www.scopus.com/inward/record.url?scp=72849147296&partnerID=8YFLogxK
U2 - 10.1523/JNEUROSCI.3011-09.2009
DO - 10.1523/JNEUROSCI.3011-09.2009
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C2 - 19955356
AN - SCOPUS:72849147296
SN - 0270-6474
VL - 29
SP - 15053
EP - 15062
JO - Journal of Neuroscience
JF - Journal of Neuroscience
IS - 48
ER -