TY - JOUR
T1 - The limits of deliberation in a perceptual decision task
AU - Zariwala, Hatim A.
AU - Kepecs, Adam
AU - Uchida, Naoshige
AU - Hirokawa, Junya
AU - Mainen, Zachary F.
N1 - Funding Information:
We would like to thank past and present members of the Mainen Laboratory for many helpful discussions and Drs. Joseph J. Paton, Dmitry Rinberg, and Anne Churchland for their comments on an earlier version of this paper. This work was supported by the National Institutes on Deafness and Other Communication Disorders (DC006104) and Cold Spring Harbor Laboratory.
PY - 2013/4/24
Y1 - 2013/4/24
N2 - While it is commonly assumed that decisions taken slowly result in superior outcomes, is it possible that optimal decision making does not always require sacrificing speedα For odor categorization decisions, it was previously shown that rats use <300 ms regardless of difficulty, but these findings could be interpreted as a tradeoff of accuracy for speed. Here, by systematically manipulating the task contingencies, we demonstrate that this is the maximum time over which sampling time can improve accuracy. Furthermore, we show that decision accuracy increases at no temporal cost when rats can better anticipate either the identity of stimuli or the required timing of responses. These experiments suggest that uncertainty in odor category decisions arises from noise sources that fluctuate slowly from trial-to-trial rather than rapidly within trials and that category decisions in other species and modalities might likewise be optimally served by rapid choices
AB - While it is commonly assumed that decisions taken slowly result in superior outcomes, is it possible that optimal decision making does not always require sacrificing speedα For odor categorization decisions, it was previously shown that rats use <300 ms regardless of difficulty, but these findings could be interpreted as a tradeoff of accuracy for speed. Here, by systematically manipulating the task contingencies, we demonstrate that this is the maximum time over which sampling time can improve accuracy. Furthermore, we show that decision accuracy increases at no temporal cost when rats can better anticipate either the identity of stimuli or the required timing of responses. These experiments suggest that uncertainty in odor category decisions arises from noise sources that fluctuate slowly from trial-to-trial rather than rapidly within trials and that category decisions in other species and modalities might likewise be optimally served by rapid choices
UR - http://www.scopus.com/inward/record.url?scp=84876796316&partnerID=8YFLogxK
U2 - 10.1016/j.neuron.2013.02.010
DO - 10.1016/j.neuron.2013.02.010
M3 - Article
C2 - 23541901
AN - SCOPUS:84876796316
SN - 0896-6273
VL - 78
SP - 339
EP - 351
JO - Neuron
JF - Neuron
IS - 2
ER -