The Speed and Accuracy of a Simple Perceptual Decision: A Mathematical Primer.

This chapter considers the neural basis of visual decisions and simple binary decisions made upon the sequential analysis of evidence, and also explains the accuracy and speed of perceptual decisions as a function of difficulty. It also presents evidence of possible neural implementation of the computational principles in the parietal cortex of a monkey.

[1]  K. H. Britten,et al.  Responses of neurons in macaque MT to stochastic motion signals , 1993, Visual Neuroscience.

[2]  K. H. Britten,et al.  Neuronal correlates of a perceptual decision , 1989, Nature.

[3]  D. V. van Essen,et al.  Corticocortical connections of visual, sensorimotor, and multimodal processing areas in the parietal lobe of the macaque monkey , 2000, The Journal of comparative neurology.

[4]  D. Bradley,et al.  Structure and function of visual area MT. , 2005, Annual review of neuroscience.

[5]  James L. McClelland,et al.  The time course of perceptual choice: the leaky, competing accumulator model. , 2001, Psychological review.

[6]  David R. Cox,et al.  The Theory of Stochastic Processes , 1967, The Mathematical Gazette.

[7]  Ehud Zohary,et al.  Correlated neuronal discharge rate and its implications for psychophysical performance , 1994, Nature.

[8]  Jochen Ditterich,et al.  Stochastic models of decisions about motion direction: Behavior and physiology , 2006, Neural Networks.

[9]  M. Shadlen,et al.  Response of Neurons in the Lateral Intraparietal Area during a Combined Visual Discrimination Reaction Time Task , 2002, The Journal of Neuroscience.

[10]  Donald Laming,et al.  Information theory of choice-reaction times , 1968 .

[11]  Jeffrey N. Rouder,et al.  Modeling Response Times for Two-Choice Decisions , 1998 .

[12]  S. Zeki,et al.  Response properties and receptive fields of cells in an anatomically defined region of the superior temporal sulcus in the monkey. , 1971, Brain research.

[13]  M. A. Smith,et al.  Stimulus Dependence of Neuronal Correlation in Primary Visual Cortex of the Macaque , 2005, The Journal of Neuroscience.

[14]  Philip L. Smith,et al.  Stochastic Dynamic Models of Response Time and Accuracy: A Foundational Primer. , 2000, Journal of mathematical psychology.

[15]  Philip L. Smith Psychophysically principled models of visual simple reaction time. , 1995 .

[16]  M. Shadlen,et al.  A role for neural integrators in perceptual decision making. , 2003, Cerebral cortex.

[17]  William T. Newsome,et al.  Cortical microstimulation influences perceptual judgements of motion direction , 1990, Nature.

[18]  R. Wurtz,et al.  Monkey posterior parietal cortex neurons antidromically activated from superior colliculus. , 1997, Journal of neurophysiology.

[19]  J. Gold,et al.  The Influence of Behavioral Context on the Representation of a Perceptual Decision in Developing Oculomotor Commands , 2003, The Journal of Neuroscience.

[20]  W. Bair,et al.  Correlated Firing in Macaque Visual Area MT: Time Scales and Relationship to Behavior , 2001, The Journal of Neuroscience.

[21]  T D Albright,et al.  Cortical processing of visual motion. , 1993, Reviews of oculomotor research.

[22]  M. Shadlen,et al.  Microstimulation of visual cortex affects the speed of perceptual decisions , 2003, Nature Neuroscience.

[23]  J. Gold,et al.  The Neurophysiology of Decision Making as a Window on Cognition , 2003 .

[24]  S. Link,et al.  A sequential theory of psychological discrimination , 1975 .

[25]  M. Shadlen,et al.  The effect of stimulus strength on the speed and accuracy of a perceptual decision. , 2005, Journal of vision.

[26]  J. Movshon,et al.  The analysis of visual motion: a comparison of neuronal and psychophysical performance , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[27]  J. Kingman A FIRST COURSE IN STOCHASTIC PROCESSES , 1967 .

[28]  R. Andersen,et al.  Memory related motor planning activity in posterior parietal cortex of macaque , 1988, Experimental Brain Research.

[29]  J. Sartre,et al.  Existentialism and Human Emotions , 1957 .

[30]  Guy A. Orban,et al.  Similarities and differences in motion processing between the human and macaque brain: evidence from fMRI , 2003, Neuropsychologia.

[31]  A. Watson Probability summation over time , 1979, Vision Research.

[32]  F. A. Miles,et al.  Visual Motion and Its Role in the Stabilization of Gaze , 1992 .

[33]  James L. McClelland,et al.  Hick's law in a stochastic race model with speed-accuracy tradeoffs , 2002 .

[34]  J. Kaas,et al.  A representation of the visual field in the caudal third of the middle tempral gyrus of the owl monkey (Aotus trivirgatus). , 1971, Brain research.

[35]  Philip L. Smith A note on the distribution of response times for a random walk Gaussian increments , 1990 .