Finding the balance between model complexity and performance: Using ventral striatal oscillations to classify feeding behavior in rats

Lucas L. Dwiel; Jibran Y. Khokhar; Michael A. Connerney; Alan I. Green; Wilder T. Doucette

doi:10.1371/journal.pcbi.1006838

Loading metrics

Open Access

Peer-reviewed

Research Article

Finding the balance between model complexity and performance: Using ventral striatal oscillations to classify feeding behavior in rats

Lucas L. Dwiel,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, United States of America

http://orcid.org/0000-0002-9440-7842

⨯
Jibran Y. Khokhar,

Roles Writing – review & editing

Current address: Ontario Veterinary College, University of Guelph, Ontario, Canada

Affiliations Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, United States of America, The Dartmouth Clinical and Translational Science Institute, Dartmouth College, Hanover, New Hampshire, United States of America
⨯
Michael A. Connerney,

Roles Software

Affiliation Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, United States of America

http://orcid.org/0000-0001-9077-3178

⨯
Alan I. Green,

Roles Funding acquisition, Supervision, Writing – review & editing

Affiliations Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, United States of America, The Dartmouth Clinical and Translational Science Institute, Dartmouth College, Hanover, New Hampshire, United States of America, Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, United States of America

http://orcid.org/0000-0002-9177-2393

⨯
Wilder T. Doucette

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

* E-mail: wilder.t.doucette@dartmouth.edu

Affiliations Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, United States of America, The Dartmouth Clinical and Translational Science Institute, Dartmouth College, Hanover, New Hampshire, United States of America
⨯

Finding the balance between model complexity and performance: Using ventral striatal oscillations to classify feeding behavior in rats

Lucas L. Dwiel,
Jibran Y. Khokhar,
Michael A. Connerney,
Alan I. Green,
Wilder T. Doucette

Published: April 22, 2019
https://doi.org/10.1371/journal.pcbi.1006838
See the preprint

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Food
Is the Subject Area "Food" applicable to this article?

Thanks for your feedback.
Behavior
Is the Subject Area "Behavior" applicable to this article?

Thanks for your feedback.
Eating
Is the Subject Area "Eating" applicable to this article?

Thanks for your feedback.
Electrode potentials
Is the Subject Area "Electrode potentials" applicable to this article?

Thanks for your feedback.
Rats
Is the Subject Area "Rats" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Functional electrical stimulation
Is the Subject Area "Functional electrical stimulation" applicable to this article?

Thanks for your feedback.
Neuromodulation
Is the Subject Area "Neuromodulation" applicable to this article?

Thanks for your feedback.