Shadlen Michael N, Shohamy Daphna
Howard Hughes Medical Institute and Department of Neuroscience, Columbia University, New York, NY 10032, USA; Zuckerman Mind Brain Behavior Institute and Kavli Institute for Brain Science, Columbia University, New York, NY 10032, USA.
Department of Psychology, Columbia University, New York, NY 10032, USA; Zuckerman Mind Brain Behavior Institute and Kavli Institute for Brain Science, Columbia University, New York, NY 10032, USA.
Neuron. 2016 Jun 1;90(5):927-39. doi: 10.1016/j.neuron.2016.04.036.
Decisions take time, and as a rule more difficult decisions take more time. But this only raises the question of what consumes the time. For decisions informed by a sequence of samples of evidence, the answer is straightforward: more samples are available with more time. Indeed, the speed and accuracy of such decisions are explained by the accumulation of evidence to a threshold or bound. However, the same framework seems to apply to decisions that are not obviously informed by sequences of evidence samples. Here, we proffer the hypothesis that the sequential character of such tasks involves retrieval of evidence from memory. We explore this hypothesis by focusing on value-based decisions and argue that mnemonic processes can account for regularities in choice and decision time. We speculate on the neural mechanisms that link sampling of evidence from memory to circuits that represent the accumulated evidence bearing on a choice. We propose that memory processes may contribute to a wider class of decisions that conform to the regularities of choice-reaction time predicted by the sequential sampling framework.
决策需要时间,通常来说,越困难的决策所需时间越长。但这只会引出一个问题:是什么消耗了时间。对于由一系列证据样本提供信息的决策,答案很简单:时间越多,可用的样本就越多。事实上,此类决策的速度和准确性可以通过证据积累到阈值或界限来解释。然而,同样的框架似乎也适用于并非明显由证据样本序列提供信息的决策。在此,我们提出一个假设,即此类任务的序列特征涉及从记忆中检索证据。我们通过关注基于价值的决策来探讨这一假设,并认为记忆过程可以解释选择和决策时间的规律性。我们推测了将从记忆中采样证据与代表与选择相关的累积证据的神经回路联系起来的神经机制。我们提出,记忆过程可能有助于更广泛的一类决策,这些决策符合序列采样框架预测的选择反应时间规律。