Literature DB >> 21486293

Decoding and predicting intentions.

John-Dylan Haynes1.   

Abstract

There has been a long debate on the existence of brain signals that precede the outcome of decisions, even before subjects believe they are consciously making up their mind. The framework of multivariate decoding provides a novel tool for investigating such choice-predictive information contained in neural signals leading up to a decision. New results show that the specific outcome of free choices between different plans can be interpreted from brain activity, not only after a decision has been made, but even several seconds before it is made. This suggests that a causal chain of events can occur outside subjective awareness even before a subject makes up his/her mind. An important future line of research would be to develop paradigms that allow feedback of real-time predictions of future decisions to reveal whether such decisions can still be reverted. This would shed light on how tight the causal link is between early predictive brain signals and subsequent decisions.
© 2011 New York Academy of Sciences.

Mesh:

Year:  2011        PMID: 21486293     DOI: 10.1111/j.1749-6632.2011.05994.x

Source DB:  PubMed          Journal:  Ann N Y Acad Sci        ISSN: 0077-8923            Impact factor:   5.691


  15 in total

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Authors:  Anna Manelis; Lynne M Reder
Journal:  Cereb Cortex       Date:  2013-10-03       Impact factor: 5.357

Review 2.  Recent developments in multivariate pattern analysis for functional MRI.

Authors:  Zhi Yang; Fang Fang; Xuchu Weng
Journal:  Neurosci Bull       Date:  2012-08       Impact factor: 5.203

Review 3.  Distributed representations in memory: insights from functional brain imaging.

Authors:  Jesse Rissman; Anthony D Wagner
Journal:  Annu Rev Psychol       Date:  2011-09-13       Impact factor: 24.137

4.  The point of no return in vetoing self-initiated movements.

Authors:  Matthias Schultze-Kraft; Daniel Birman; Marco Rusconi; Carsten Allefeld; Kai Görgen; Sven Dähne; Benjamin Blankertz; John-Dylan Haynes
Journal:  Proc Natl Acad Sci U S A       Date:  2015-12-14       Impact factor: 11.205

5.  Imaging volition: what the brain can tell us about the will.

Authors:  Marcel Brass; Margaret T Lynn; Jelle Demanet; Davide Rigoni
Journal:  Exp Brain Res       Date:  2013-03-21       Impact factor: 1.972

6.  Predictive brain signals best predict upcoming and not previous choices.

Authors:  Chun S Soon; Carsten Allefeld; Carsten Bogler; Jakob Heinzle; John-Dylan Haynes
Journal:  Front Psychol       Date:  2014-05-08

7.  Population coding of affect across stimuli, modalities and individuals.

Authors:  Junichi Chikazoe; Daniel H Lee; Nikolaus Kriegeskorte; Adam K Anderson
Journal:  Nat Neurosci       Date:  2014-06-22       Impact factor: 24.884

8.  Computational cognitive modelling of action awareness: prior and retrospective.

Authors:  Dilhan J Thilakarathne; Jan Treur
Journal:  Brain Inform       Date:  2015-03-20

Review 9.  Cognitive-motor brain-machine interfaces.

Authors:  Ariel Tankus; Itzhak Fried; Shy Shoham
Journal:  J Physiol Paris       Date:  2013-06-15

10.  Predeliberation activity in prefrontal cortex and striatum and the prediction of subsequent value judgment.

Authors:  Uri Maoz; Ueli Rutishauser; Soyoun Kim; Xinying Cai; Daeyeol Lee; Christof Koch
Journal:  Front Neurosci       Date:  2013-11-26       Impact factor: 4.677

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