Literature DB >> 22554881

New advances in understanding decisions among multiple alternatives.

Anne K Churchland1, Jochen Ditterich.   

Abstract

Experimental studies of decision-making have put a strong emphasis on choices between two alternatives. However, real-life decisions often involve multiple alternatives. This article provides an overview of theoretical frameworks that have been proposed to account for behavioral data from both economic and perceptual multialternative decision-making. We further review recent neurophysiological data collected in conjunction with decision-making behavior. These neural recordings provide constraints on putative models of the decision mechanism. For example, the time course of inhibition provides insight into how the competition between alternatives is mediated. Furthermore, whereas decision-related neural activity seems to reach a common threshold at the end of the decision period, the starting point tends to depend systematically on the number of alternatives. We discuss candidate mechanisms that could drive the reduction in firing rates on decisions among multiple alternatives.
Copyright © 2012 Elsevier Ltd. All rights reserved.

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Year:  2012        PMID: 22554881      PMCID: PMC3422607          DOI: 10.1016/j.conb.2012.04.009

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN: 0959-4388            Impact factor:   6.627


  33 in total

1.  Loss aversion and inhibition in dynamical models of multialternative choice.

Authors:  Marius Usher; James L McClelland
Journal:  Psychol Rev       Date:  2004-07       Impact factor: 8.934

2.  Visual fixations and the computation and comparison of value in simple choice.

Authors:  Ian Krajbich; Carrie Armel; Antonio Rangel
Journal:  Nat Neurosci       Date:  2010-09-12       Impact factor: 24.884

3.  The basal ganglia and cortex implement optimal decision making between alternative actions.

Authors:  Rafal Bogacz; Kevin Gurney
Journal:  Neural Comput       Date:  2007-02       Impact factor: 2.026

Review 4.  The diffusion decision model: theory and data for two-choice decision tasks.

Authors:  Roger Ratcliff; Gail McKoon
Journal:  Neural Comput       Date:  2008-04       Impact factor: 2.026

5.  Neural activity in the frontal eye fields modulated by the number of alternatives in target choice.

Authors:  Kyoung-Min Lee; Edward L Keller
Journal:  J Neurosci       Date:  2008-02-27       Impact factor: 6.167

6.  The encoding of alternatives in multiple-choice decision making.

Authors:  Larissa Albantakis; Gustavo Deco
Journal:  Proc Natl Acad Sci U S A       Date:  2009-06-04       Impact factor: 11.205

7.  Perceptual decisions between multiple directions of visual motion.

Authors:  Mamiko Niwa; Jochen Ditterich
Journal:  J Neurosci       Date:  2008-04-23       Impact factor: 6.167

8.  Modulation of neuronal activity in superior colliculus by changes in target probability.

Authors:  M A Basso; R H Wurtz
Journal:  J Neurosci       Date:  1998-09-15       Impact factor: 6.167

9.  Divisive normalization in olfactory population codes.

Authors:  Shawn R Olsen; Vikas Bhandawat; Rachel I Wilson
Journal:  Neuron       Date:  2010-04-29       Impact factor: 17.173

10.  A Comparison between Mechanisms of Multi-Alternative Perceptual Decision Making: Ability to Explain Human Behavior, Predictions for Neurophysiology, and Relationship with Decision Theory.

Authors:  Jochen Ditterich
Journal:  Front Neurosci       Date:  2010-11-25       Impact factor: 4.677

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  28 in total

1.  LIP activity in the interstimulus interval of a change detection task biases the behavioral response.

Authors:  Fabrice Arcizet; Koorosh Mirpour; Daniel J Foster; Caroline J Charpentier; James W Bisley
Journal:  J Neurophysiol       Date:  2015-09-02       Impact factor: 2.714

Review 2.  The importance of decision onset.

Authors:  Tobias Teichert; Jack Grinband; Vincent Ferrera
Journal:  J Neurophysiol       Date:  2015-11-25       Impact factor: 2.714

3.  Does the Superior Colliculus Control Perceptual Sensitivity or Choice Bias during Attention? Evidence from a Multialternative Decision Framework.

Authors:  Devarajan Sridharan; Nicholas A Steinmetz; Tirin Moore; Eric I Knudsen
Journal:  J Neurosci       Date:  2017-01-18       Impact factor: 6.167

4.  Race to accumulate evidence for few and many saccade alternatives: an exception to speed-accuracy trade-off.

Authors:  M Puntiroli; C Tandonnet; D Kerzel; S Born
Journal:  Exp Brain Res       Date:  2016-10-27       Impact factor: 1.972

5.  Distinguishing bias from sensitivity effects in multialternative detection tasks.

Authors:  Devarajan Sridharan; Nicholas A Steinmetz; Tirin Moore; Eric I Knudsen
Journal:  J Vis       Date:  2014-08-21       Impact factor: 2.240

6.  Competitive interactions in sensorimotor cortex: oscillations express separation between alternative movement targets.

Authors:  Tineke Grent-'t-Jong; Robert Oostenveld; Ole Jensen; W Pieter Medendorp; Peter Praamstra
Journal:  J Neurophysiol       Date:  2014-04-23       Impact factor: 2.714

Review 7.  Neural underpinnings of the evidence accumulator.

Authors:  Carlos D Brody; Timothy D Hanks
Journal:  Curr Opin Neurobiol       Date:  2016-02-12       Impact factor: 6.627

8.  Mechanisms of competitive selection: A canonical neural circuit framework.

Authors:  Shreesh P Mysore; Ninad B Kothari
Journal:  Elife       Date:  2020-05-20       Impact factor: 8.140

9.  Having More Choices Changes How Human Observers Weight Stable Sensory Evidence.

Authors:  Sirawaj Itthipuripat; Kexin Cha; Sean Deering; Annalisa M Salazar; John T Serences
Journal:  J Neurosci       Date:  2018-08-24       Impact factor: 6.167

10.  Macrocircuits: decision networks.

Authors:  Jeffrey D Schall
Journal:  Curr Opin Neurobiol       Date:  2012-12-13       Impact factor: 6.627

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