Literature DB >> 27013723

Comment on "Single-trial spike trains in parietal cortex reveal discrete steps during decision-making".

Michael N Shadlen1, Roozbeh Kiani2, William T Newsome3, Joshua I Gold4, Daniel M Wolpert5, Ariel Zylberberg6, Jochen Ditterich7, Victor de Lafuente8, Tianming Yang9, Jamie Roitman10.   

Abstract

Latimeret al (Reports, 10 July 2015, p. 184) claim that during perceptual decision formation, parietal neurons undergo one-time, discrete steps in firing rate instead of gradual changes that represent the accumulation of evidence. However, that conclusion rests on unsubstantiated assumptions about the time window of evidence accumulation, and their stepping model cannot explain existing data as effectively as evidence-accumulation models.
Copyright © 2016, American Association for the Advancement of Science.

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Year:  2016        PMID: 27013723      PMCID: PMC6103430          DOI: 10.1126/science.aad3242

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  13 in total

1.  Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task.

Authors:  Jamie D Roitman; Michael N Shadlen
Journal:  J Neurosci       Date:  2002-11-01       Impact factor: 6.167

2.  Probabilistic reasoning by neurons.

Authors:  Tianming Yang; Michael N Shadlen
Journal:  Nature       Date:  2007-06-03       Impact factor: 49.962

3.  Representation of accumulating evidence for a decision in two parietal areas.

Authors:  Victor de Lafuente; Mehrdad Jazayeri; Michael N Shadlen
Journal:  J Neurosci       Date:  2015-03-11       Impact factor: 6.167

4.  Neural dynamics of choice: single-trial analysis of decision-related activity in parietal cortex.

Authors:  Anil Bollimunta; Douglas Totten; Jochen Ditterich
Journal:  J Neurosci       Date:  2012-09-12       Impact factor: 6.167

5.  Memory related motor planning activity in posterior parietal cortex of macaque.

Authors:  J W Gnadt; R A Andersen
Journal:  Exp Brain Res       Date:  1988       Impact factor: 1.972

6.  The analysis of neuronal discharge sequences: change-point estimation and comparison of variances.

Authors:  D Commenges; J Seal
Journal:  Stat Med       Date:  1985 Jan-Mar       Impact factor: 2.373

7.  Bayesian online learning of the hazard rate in change-point problems.

Authors:  Robert C Wilson; Matthew R Nassar; Joshua I Gold
Journal:  Neural Comput       Date:  2010-09-01       Impact factor: 2.026

8.  NEURONAL MODELING. Single-trial spike trains in parietal cortex reveal discrete steps during decision-making.

Authors:  Kenneth W Latimer; Jacob L Yates; Miriam L R Meister; Alexander C Huk; Jonathan W Pillow
Journal:  Science       Date:  2015-07-10       Impact factor: 47.728

9.  A neural implementation of Wald's sequential probability ratio test.

Authors:  Shinichiro Kira; Tianming Yang; Michael N Shadlen
Journal:  Neuron       Date:  2015-02-05       Impact factor: 17.173

10.  Decision-making with multiple alternatives.

Authors:  Anne K Churchland; Roozbeh Kiani; Michael N Shadlen
Journal:  Nat Neurosci       Date:  2008-05-18       Impact factor: 24.884

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  12 in total

Review 1.  Accumulators, Neurons, and Response Time.

Authors:  Jeffrey D Schall
Journal:  Trends Neurosci       Date:  2019-11-05       Impact factor: 13.837

2.  Three challenges for connecting model to mechanism in decision-making.

Authors:  A K Churchland; R Kiani
Journal:  Curr Opin Behav Sci       Date:  2016-10

3.  Response to Comment on "Single-trial spike trains in parietal cortex reveal discrete steps during decision-making".

Authors:  Kenneth W Latimer; Jacob L Yates; Miriam L R Meister; Alexander C Huk; Jonathan W Pillow
Journal:  Science       Date:  2016-03-25       Impact factor: 47.728

4.  A Two-Stage Process Model of Sensory Discrimination: An Alternative to Drift-Diffusion.

Authors:  Peng Sun; Michael S Landy
Journal:  J Neurosci       Date:  2016-11-02       Impact factor: 6.167

5.  Slowly evolving dopaminergic activity modulates the moment-to-moment probability of reward-related self-timed movements.

Authors:  Allison E Hamilos; Giulia Spedicato; Ye Hong; Fangmiao Sun; Yulong Li; John A Assad
Journal:  Elife       Date:  2021-12-23       Impact factor: 8.140

Review 6.  The population doctrine in cognitive neuroscience.

Authors:  R Becket Ebitz; Benjamin Y Hayden
Journal:  Neuron       Date:  2021-08-19       Impact factor: 18.688

7.  Performance of normative and approximate evidence accumulation on the dynamic clicks task.

Authors:  Adrian E Radillo; Alan Veliz-Cuba; Krešimir Josić; Zachary P Kilpatrick
Journal:  Neuron Behav Data Anal Theory       Date:  2019-10-09

8.  Cerebellar Neurodynamics Predict Decision Timing and Outcome on the Single-Trial Level.

Authors:  Qian Lin; Jason Manley; Magdalena Helmreich; Friederike Schlumm; Jennifer M Li; Drew N Robson; Florian Engert; Alexander Schier; Tobias Nöbauer; Alipasha Vaziri
Journal:  Cell       Date:  2020-01-16       Impact factor: 41.582

9.  Striatal prediction errors support dynamic control of declarative memory decisions.

Authors:  Jason M Scimeca; Perri L Katzman; David Badre
Journal:  Nat Commun       Date:  2016-10-07       Impact factor: 14.919

Review 10.  Bridging Neural and Computational Viewpoints on Perceptual Decision-Making.

Authors:  Redmond G O'Connell; Michael N Shadlen; KongFatt Wong-Lin; Simon P Kelly
Journal:  Trends Neurosci       Date:  2018-07-12       Impact factor: 13.837

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