Towards a neuroscience of active sampling and curiosity
In natural behaviour, animals actively interrogate their environments using endogenously
generated 'question-and-answer'strategies. However, in laboratory settings participants …
generated 'question-and-answer'strategies. However, in laboratory settings participants …
Diffusion decision model: Current issues and history
There is growing interest in diffusion models to represent the cognitive and neural processes
of speeded decision making. Sequential-sampling models like the diffusion model have a …
of speeded decision making. Sequential-sampling models like the diffusion model have a …
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …
that can generate any given observation. Some researchers address this by constraining the …
The speed-accuracy tradeoff: history, physiology, methodology, and behavior
RP Heitz - Frontiers in neuroscience, 2014 - frontiersin.org
There are few behavioral effects as ubiquitous as the speed-accuracy tradeoff (SAT). From
insects to rodents to primates, the tendency for decision speed to covary with decision …
insects to rodents to primates, the tendency for decision speed to covary with decision …
Attention and choice: A review on eye movements in decision making
This paper reviews studies on eye movements in decision making, and compares their
observations to theoretical predictions concerning the role of attention in decision making …
observations to theoretical predictions concerning the role of attention in decision making …
Decision making and sequential sampling from memory
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 …
raises the question of what consumes the time. For decisions informed by a sequence of …
Cognitive and neural bases of multi-attribute, multi-alternative, value-based decisions
Researchers have benefited from characterizing evidence-based decision making as a
process involving sequential sampling. More recently, sequential sampling models have …
process involving sequential sampling. More recently, sequential sampling models have …
[HTML][HTML] Decision making as a window on cognition
A decision is a commitment to a proposition or plan of action based on information and
values associated with the possible outcomes. The process operates in a flexible timeframe …
values associated with the possible outcomes. The process operates in a flexible timeframe …
Rethinking fast and slow based on a critique of reaction-time reverse inference
Do people intuitively favour certain actions over others? In some dual-process research,
reaction-time (RT) data have been used to infer that certain choices are intuitive. However …
reaction-time (RT) data have been used to infer that certain choices are intuitive. However …
A reinforcement learning diffusion decision model for value-based decisions
Psychological models of value-based decision-making describe how subjective values are
formed and mapped to single choices. Recently, additional efforts have been made to …
formed and mapped to single choices. Recently, additional efforts have been made to …