Rats and humans can optimally accumulate evidence for decision-making. Author Bingni Brunton, Matthew Botvinick, Carlos Brody Publication Year 2013 Type Journal Article Abstract The gradual and noisy accumulation of evidence is a fundamental component of decision-making, with noise playing a key role as the source of variability and errors. However, the origins of this noise have never been determined. We developed decision-making tasks in which sensory evidence is delivered in randomly timed pulses, and analyzed the resulting data with models that use the richly detailed information of each trial's pulse timing to distinguish between different decision-making mechanisms. This analysis allowed measurement of the magnitude of noise in the accumulator's memory, separately from noise associated with incoming sensory evidence. In our tasks, the accumulator's memory was noiseless, for both rats and humans. In contrast, the addition of new sensory evidence was the primary source of variability. We suggest our task and modeling approach as a powerful method for revealing internal properties of decision-making processes. Keywords Animals, Humans, Decision Making, Behavior, Animal, Rats, Task Performance and Analysis, Models, Psychological, Noise, Photic Stimulation, Visual Perception Journal Science Volume 340 Issue 6128 Pages 95-8 Date Published 2013 Apr 05 ISSN Number 1095-9203 DOI 10.1126/science.1233912 Alternate Journal Science PMID 23559254 PubMedGoogle ScholarBibTeXEndNote X3 XML