Rats and Humans Can Optimally Accumulate Evidence for Decision-Making
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Summary
This work 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.
- Type
- article
- Published
- 2013-04-05
- Cited by
- 607
- References
- 38
- OpenAlex
- https://openalex.org/W1993596844
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:13098239
Keywords
Accumulator (cryptography), Sensory system, Noise (video), Computer science, Contrast (vision)
References
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- Information Theory, Inference, and Learning Algorithms
- The Drift Diffusion Model can account for the accuracy and reaction time of value-based choices under high and low time pressure
- Differential neural coding of acoustic flutter within primate auditory cortex
- Speed-accuracy tradeoff in olfaction.
- Neural Activity in Macaque Parietal Cortex Reflects Temporal Integration of Visual Motion Signals during Perceptual Decision Making
- Stochastic models of decisions about motion direction: Behavior and physiology
- Decision-related activity in sensory neurons reflects more than a neuron’s causal effect
- Maintaining accuracy at the expense of speed: stimulus similarity defines odor discrimination time in mice.
- The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks
- Probing the human stereoscopic system with reverse correlation
- Bounded Integration in Parietal Cortex Underlies Decisions Even When Viewing Duration Is Dictated by the Environment
- The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks.
- Spatio-temporal correlations and visual signalling in a complete neuronal population
- Choice ball: a response interface for two-choice psychometric discrimination in head-fixed mice.
- Probability summation over time.
- A Theory of Memory Retrieval.
- Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Encoding Model
- The time course of perceptual choice: the leaky, competing accumulator model.
- Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions
Cited by
- Tactile frequency discrimination is enhanced by circumventing neocortical adaptation
- Confidence Is the Bridge between Multi-stage Decisions
- A threshold-free model of numerosity comparisons
- Pupil-linked arousal modulates behavior in rats performing a whisker deflection direction discrimination task.
- How the human brain allocates physical effort over time : evidence from behavior, neuroimaging and pharmacology
- Temporal Processing in Auditory Perceptual Grouping and Decision-Making
- Relating Pupil Dilation and Metacognitive Confidence during Auditory Decision-Making
- Action Planning and the Timescale of Evidence Accumulation
- Choice mechanisms for past, temporally extended outcomes
- Absolutely relative or relatively absolute: violations of value invariance in human decision making
- Computational models of the Posner simple and choice reaction time tasks
- Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification
- Speed and Accuracy of Visual Motion Discrimination by Rats
- Undesirable Choice Biases with Small Differences in the Spatial Structure of Chance Stimulus Sequences
- First Passage Time Properties for Time-varying Diffusion Models: A Martingale Approach
- Paying Attention to the Details of Attention.
- Evidence accumulation as a model for lexical selection.
- Cognitive neuroscience: Sensory noise drives bad decisions
- Summary statistics for size over space and time.
- Optimal response rates in humans and rats
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