Literature DB >> 24122456

Information: theory, brain, and behavior.

Greg Jensen1, Ryan D Ward, Peter D Balsam.   

Abstract

In the 65 years since its formal specification, information theory has become an established statistical paradigm, providing powerful tools for quantifying probabilistic relationships. Behavior analysis has begun to adopt these tools as a novel means of measuring the interrelations between behavior, stimuli, and contingent outcomes. This approach holds great promise for making more precise determinations about the causes of behavior and the forms in which conditioning may be encoded by organisms. In addition to providing an introduction to the basics of information theory, we review some of the ways that information theory has informed the studies of Pavlovian conditioning, operant conditioning, and behavioral neuroscience. In addition to enriching each of these empirical domains, information theory has the potential to act as a common statistical framework by which results from different domains may be integrated, compared, and ultimately unified. © Society for the Experimental Analysis of Behavior.

Entities:  

Keywords:  behavior analysis; entropy; information theory; probability

Mesh:

Year:  2013        PMID: 24122456      PMCID: PMC5226236          DOI: 10.1002/jeab.49

Source DB:  PubMed          Journal:  J Exp Anal Behav        ISSN: 0022-5002            Impact factor:   2.468


  82 in total

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Authors:  Christopher Ross; Allen Neuringer
Journal:  Behav Processes       Date:  2002-04-28       Impact factor: 1.777

2.  Bayesian learning theory applied to human cognition.

Authors:  Robert A Jacobs; John K Kruschke
Journal:  Wiley Interdiscip Rev Cogn Sci       Date:  2010-05-17

3.  A molar theory of reinforcement schedules.

Authors:  H Rachlin
Journal:  J Exp Anal Behav       Date:  1978-11       Impact factor: 2.468

4.  Causal cognition in human and nonhuman animals: a comparative, critical review.

Authors:  Derek C Penn; Daniel J Povinelli
Journal:  Annu Rev Psychol       Date:  2007       Impact factor: 24.137

5.  Reward-predictive cues enhance excitatory synaptic strength onto midbrain dopamine neurons.

Authors:  Garret D Stuber; Marianne Klanker; Bram de Ridder; M Scott Bowers; Ruud N Joosten; Matthijs G Feenstra; Antonello Bonci
Journal:  Science       Date:  2008-09-19       Impact factor: 47.728

6.  On the joint control of preference by time and reinforcer-ratio variation.

Authors:  Michael Davison; Sarah Cowie; Douglas Elliffe
Journal:  Behav Processes       Date:  2013-02-11       Impact factor: 1.777

7.  Modeling the neural substrates of associative learning and memory: a computational approach.

Authors:  M A Gluck; R F Thompson
Journal:  Psychol Rev       Date:  1987-04       Impact factor: 8.934

8.  Is the number of trials a primary determinant of conditioned responding?

Authors:  Daniel A Gottlieb
Journal:  J Exp Psychol Anim Behav Process       Date:  2008-04

9.  Temporal maps and informativeness in associative learning.

Authors:  Peter D Balsam; C Randy Gallistel
Journal:  Trends Neurosci       Date:  2009-01-10       Impact factor: 13.837

10.  Synergy, redundancy, and independence in population codes, revisited.

Authors:  Peter E Latham; Sheila Nirenberg
Journal:  J Neurosci       Date:  2005-05-25       Impact factor: 6.709

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  6 in total

1.  Age differences in appetitive Pavlovian conditioning and extinction in rats.

Authors:  Heidi C Meyer; David J Bucci
Journal:  Physiol Behav       Date:  2016-10-11

2.  An Analysis of Feedback from a Behavior Analytic Perspective.

Authors:  Kathleen A Mangiapanello; Nancy S Hemmes
Journal:  Behav Anal       Date:  2015-01-14

3.  Rapid cognitive flexibility of rhesus macaques performing psychophysical task-switching.

Authors:  Ema Avdagic; Greg Jensen; Drew Altschul; Herbert S Terrace
Journal:  Anim Cogn       Date:  2013-10-15       Impact factor: 3.084

4.  Acquisition of conditioned responding in a multiple schedule depends on the reinforcement's temporal contingency with each stimulus.

Authors:  Lorenzo Morè; Greg Jensen
Journal:  Learn Mem       Date:  2014-04-15       Impact factor: 2.460

5.  The concepts of representation and information in explanatory theories of human behavior.

Authors:  Renato T Ramos
Journal:  Front Psychol       Date:  2014-09-16

6.  Upper Limit on the Thermodynamic Information Content of an Action Potential.

Authors:  Sterling Street
Journal:  Front Comput Neurosci       Date:  2020-05-13       Impact factor: 2.380

  6 in total

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