… strategy in each subject and confirmed prolonged integration times in all but one. Our results
underscore the difficulty of inferring subjects’ strategies in perceptual decision-making tasks…

… The discovery of neural signals that reflect the dynamics of perceptual decision formation
has had a considerable impact. Not only do such signals enable detailed investigations of the …

… in perceptual decision-making is the leaky integrator, in which some form of input is summated
across time, … Leaky integration of sensory input can be formulated as: (1) where γ is the …

… an agent strategically manage decision making in light of … perceptual decision making
task in rodents and simulated agents. Perceptual decisions, in particular two- choice decisions, …

… framework for perceptual decisions: sensory evidence supporting a particular choice is
accumulated over time into an internal decision variable; in many contexts, this decision variable …

… and variability in subsequent perceptual decisions. In particular, spontaneous oscillations
have emerged as a key predictor of trial-to-trial variability in decision outcomes for identical …

… Beyond testing whether RTNet can reproduce the basic features of human perceptual
decision-making, we also explored whether the accuracy, RT and confidence produced by RTNet …

… perceptual decisions. Here we used recently characterized human electroencephalographic
(EEG) signatures of decision … to time constraints, stimulus strength and prior probability. …

… Evidence accumulation is an important core component of perceptual decision-making that
mitigates the effects of environmental uncertainty by combining information through time 1,2,3…

… In contrast, if the coefficients are higher in the Narrow than Broad condition, it reveals a
context-dependent modulation of the prior weight on perceptual decisions (Fig. 3A.4). Note that …