TY - JOUR
T1 - A shared, flexible neural map architecture reflects capacity limits in both visual short-term memory and enumeration
AU - Knops, André
AU - Piazza, Manuela
AU - Sengupta, Rakesh
AU - Eger, Evelyn
AU - Melcher, David
PY - 2014
Y1 - 2014
N2 - Human cognition is characterized by severe capacity limits: we can accurately track, enumerate, or hold in mind only a small number of items at a time. It remains debated whether capacity limitations across tasks are determined by acommonsystem. Here we measure brain activation of adult subjects performing either a visual short-term memory (vSTM) task consisting of holding in mind precise information about the orientation and position of a variable number of items, or an enumeration task consisting of assessing the number of items in those sets.Weshow that task-specific capacity limits (three to four items in enumeration and two to three in vSTM) are neurally reflected in the activity of the posterior parietal cortex (PPC): an identical set of voxels in this region, commonly activated during the two tasks, changed its overall response profile reflecting task-specific capacity limitations. These results, replicated in a second experiment, were further supported by multivariate pattern analysis in which we could decode the number of items presented over a larger range during enumeration than during vSTM. Finally, we simulated our results with a computational model of PPC using a saliency map architecture in which the level of mutual inhibition between nodes gives rise to capacity limitations and reflects the task-dependent precision with which objects need to be encoded (high precision for vSTM, lower precision for enumeration). Together, our work supports the existence of a common, flexible system underlying capacity limits across tasks in PPC that may take the form of a saliency map.
AB - Human cognition is characterized by severe capacity limits: we can accurately track, enumerate, or hold in mind only a small number of items at a time. It remains debated whether capacity limitations across tasks are determined by acommonsystem. Here we measure brain activation of adult subjects performing either a visual short-term memory (vSTM) task consisting of holding in mind precise information about the orientation and position of a variable number of items, or an enumeration task consisting of assessing the number of items in those sets.Weshow that task-specific capacity limits (three to four items in enumeration and two to three in vSTM) are neurally reflected in the activity of the posterior parietal cortex (PPC): an identical set of voxels in this region, commonly activated during the two tasks, changed its overall response profile reflecting task-specific capacity limitations. These results, replicated in a second experiment, were further supported by multivariate pattern analysis in which we could decode the number of items presented over a larger range during enumeration than during vSTM. Finally, we simulated our results with a computational model of PPC using a saliency map architecture in which the level of mutual inhibition between nodes gives rise to capacity limitations and reflects the task-dependent precision with which objects need to be encoded (high precision for vSTM, lower precision for enumeration). Together, our work supports the existence of a common, flexible system underlying capacity limits across tasks in PPC that may take the form of a saliency map.
UR - http://www.scopus.com/inward/record.url?scp=84904580843&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84904580843&partnerID=8YFLogxK
U2 - 10.1523/JNEUROSCI.2758-13.2014
DO - 10.1523/JNEUROSCI.2758-13.2014
M3 - Article
C2 - 25057189
AN - SCOPUS:84904580843
SN - 0270-6474
VL - 34
SP - 9857
EP - 9866
JO - Journal of Neuroscience
JF - Journal of Neuroscience
IS - 30
ER -