skip to content
Computational modeling of neural activities for statistical inference Preview this item
ClosePreview this item
Checking...

Computational modeling of neural activities for statistical inference

Author: Antonio Kolossa
Publisher: Switzerland : Springer, 2016.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This authored monograph supplies empirical evidence for the Bayesian brain hypothesis by modeling event-related potentials (ERP) of the human electroencephalogram (EEG) during successive trials in cognitive tasks. The employed observer models are useful to compute probability distributions over observable events and hidden states, depending on which are present in the respective tasks. Bayesian model selection is  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Kolossa, Antonio
Computational Modeling of Neural Activities for Statistical Inference
Cham : Springer International Publishing,c2016
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Antonio Kolossa
ISBN: 9783319322858 3319322850 3319322842 9783319322841
OCLC Number: 949884325
Description: 1 online resource : illustrations
Contents: Basic Principles of ERP Research, Surprise, and Probability Estimation --
Introduction to Model Estimation and Selection Methods --
A New Theory of Trial-by-Trial P300 Amplitude Fluctuations --
Bayesian Inference and the Urn-Ball Task --
Summary and Outlook.
Responsibility: Antonio Kolossa.

Abstract:

This authored monograph supplies empirical evidence for the Bayesian brain hypothesis by modeling event-related potentials (ERP) of the human electroencephalogram (EEG) during successive trials in  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/949884325> # Computational modeling of neural activities for statistical inference
    a schema:Book, schema:MediaObject, schema:CreativeWork ;
    library:oclcnum "949884325" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/2952652927#Topic/evoked_potentials_electrophysiology_statistical_methods> ; # Evoked potentials (Electrophysiology)--Statistical methods
    schema:about <http://experiment.worldcat.org/entity/work/data/2952652927#Topic/science_life_sciences_human_anatomy_&_physiology> ; # SCIENCE / Life Sciences / Human Anatomy & Physiology
    schema:about <http://experiment.worldcat.org/entity/work/data/2952652927#Topic/medical_physiology> ; # MEDICAL / Physiology
    schema:about <http://dewey.info/class/612.813/e23/> ;
    schema:author <http://experiment.worldcat.org/entity/work/data/2952652927#Person/kolossa_antonio> ; # Antonio Kolossa
    schema:bookFormat schema:EBook ;
    schema:datePublished "2016" ;
    schema:description "Basic Principles of ERP Research, Surprise, and Probability Estimation -- Introduction to Model Estimation and Selection Methods -- A New Theory of Trial-by-Trial P300 Amplitude Fluctuations -- Bayesian Inference and the Urn-Ball Task -- Summary and Outlook."@en ;
    schema:description "This authored monograph supplies empirical evidence for the Bayesian brain hypothesis by modeling event-related potentials (ERP) of the human electroencephalogram (EEG) during successive trials in cognitive tasks. The employed observer models are useful to compute probability distributions over observable events and hidden states, depending on which are present in the respective tasks. Bayesian model selection is then used to choose the model which best explains the ERP amplitude fluctuations. Thus, this book constitutes a decisive step towards a better understanding of the neural coding and computing of probabilities following Bayesian rules. The target audience primarily comprises research experts in the field of computational neurosciences, but the book may also be beneficial for graduate students who want to specialize in this field. ."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/2952652927> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://worldcat.org/entity/work/data/2952652927#CreativeWork/computational_modeling_of_neural_activities_for_statistical_inference> ;
    schema:name "Computational modeling of neural activities for statistical inference"@en ;
    schema:productID "949884325" ;
    schema:url <https://login.proxy.lib.strath.ac.uk/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://rave.ohiolink.edu/ebooks/ebc/9783319322858> ;
    schema:url <http://link.springer.com/openurl?genre=book&isbn=978-3-319-32284-1> ;
    schema:url <http://er.llcc.edu:2048/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://proxy.ohiolink.edu:9099/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://sfx.carli.illinois.edu/sfxwhe/sfx_local?genre=book&sid=Voyager:WHE&sfx.ignore_date_threshold=1&svc.fulltext=yes&rft.isbn=978-3-319-32285-8> ;
    schema:url <http://public.eblib.com/choice/PublicFullRecord.aspx?p=4527902> ;
    schema:url <http://dx.doi.org/10.1007/978-3-319-32285-8> ;
    schema:url <http://lib.myilibrary.com?id=923126> ;
    schema:url <https://0-link-springer-com.pugwash.lib.warwick.ac.uk/book/10.1007/978-3-319-32285-8> ;
    schema:url <http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-32285-8> ;
    schema:url <https://proxy1.library.eiu.edu/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <https://link.springer.com/openurl?genre=book&isbn=978-3-319-32284-1> ;
    schema:url <http://ebookcentral.proquest.com/lib/ucm/detail.action?docID=4527902> ;
    schema:url <http://libproxy.uwinnipeg.ca/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1203623> ;
    schema:url <http://ebookcentral.proquest.com/lib/illcencol-ebooks/detail.action?docID=4527902> ;
    schema:url <http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://lib.myilibrary.com/detail.asp?id=923126> ;
    schema:url <https://login.libproxy.noctrl.edu/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <http://proxy.artic.edu/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:url <https://grinnell.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-32285-8> ;
    schema:workExample <http://worldcat.org/isbn/9783319322841> ;
    schema:workExample <http://worldcat.org/isbn/9783319322858> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/949884325> ;
    .


Related Entities

<http://ebookcentral.proquest.com/lib/illcencol-ebooks/detail.action?docID=4527902>
    rdfs:comment "Available for ICC via Ebook Central. Click here to access." ;
    .

<http://experiment.worldcat.org/entity/work/data/2952652927#Person/kolossa_antonio> # Antonio Kolossa
    a schema:Person ;
    schema:familyName "Kolossa" ;
    schema:givenName "Antonio" ;
    schema:name "Antonio Kolossa" ;
    .

<http://experiment.worldcat.org/entity/work/data/2952652927#Topic/evoked_potentials_electrophysiology_statistical_methods> # Evoked potentials (Electrophysiology)--Statistical methods
    a schema:Intangible ;
    schema:name "Evoked potentials (Electrophysiology)--Statistical methods"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/2952652927#Topic/medical_physiology> # MEDICAL / Physiology
    a schema:Intangible ;
    schema:name "MEDICAL / Physiology"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/2952652927#Topic/science_life_sciences_human_anatomy_&_physiology> # SCIENCE / Life Sciences / Human Anatomy & Physiology
    a schema:Intangible ;
    schema:name "SCIENCE / Life Sciences / Human Anatomy & Physiology"@en ;
    .

<http://lib.myilibrary.com?id=923126>
    rdfs:comment "Connect to MyiLibrary resource." ;
    .

<http://link.springer.com/10.1007/978-3-319-32285-8>
    rdfs:comment "Connect to resource" ;
    .

<http://link.springer.com/openurl?genre=book&isbn=978-3-319-32284-1>
    rdfs:comment "Springer eBooks (Mathematics and Statistics 2016)" ;
    .

<http://rave.ohiolink.edu/ebooks/ebc/9783319322858>
    rdfs:comment "Connect to resource" ;
    .

<http://worldcat.org/entity/work/data/2952652927#CreativeWork/computational_modeling_of_neural_activities_for_statistical_inference>
    a schema:CreativeWork ;
    rdfs:label "Computational Modeling of Neural Activities for Statistical Inference" ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/949884325> ; # Computational modeling of neural activities for statistical inference
    .

<http://worldcat.org/isbn/9783319322841>
    a schema:ProductModel ;
    schema:isbn "3319322842" ;
    schema:isbn "9783319322841" ;
    .

<http://worldcat.org/isbn/9783319322858>
    a schema:ProductModel ;
    schema:isbn "3319322850" ;
    schema:isbn "9783319322858" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.