Computational modeling of neural activities for statistical inference:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XXIV, 127 Seiten, 42 illus., 20 illus. in color) |
| ISBN: | 9783319322858 |
| DOI: | 10.1007/978-3-319-32285-8 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV043579762 | ||
| 003 | DE-604 | ||
| 005 | 20220311 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 160601s2016 |||| o||u| ||||||eng d | ||
| 020 | |a 9783319322858 |c Online |9 978-3-319-32285-8 | ||
| 024 | 7 | |a 10.1007/978-3-319-32285-8 |2 doi | |
| 035 | |a (ZDB-2-SMA)978-3-319-32285-8 | ||
| 035 | |a (OCoLC)951022580 | ||
| 035 | |a (DE-599)BVBBV043579762 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-91 |a DE-19 |a DE-20 |a DE-739 |a DE-634 |a DE-898 |a DE-861 |a DE-703 |a DE-824 |a DE-83 | ||
| 082 | 0 | |a 519 |2 23 | |
| 084 | |a MAT 000 |2 stub | ||
| 100 | 1 | |a Kolossa, Antonio |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Computational modeling of neural activities for statistical inference |c Antonio Kolossa |
| 264 | 1 | |a [Cham] |b Springer |c [2016] | |
| 264 | 4 | |c © 2016 | |
| 300 | |a 1 Online-Ressource (XXIV, 127 Seiten, 42 illus., 20 illus. in color) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 650 | 4 | |a Mathematics | |
| 650 | 4 | |a Neurosciences | |
| 650 | 4 | |a Computer simulation | |
| 650 | 4 | |a Neural networks (Computer science) | |
| 650 | 4 | |a Biomathematics | |
| 650 | 4 | |a Biomedical engineering | |
| 650 | 4 | |a Mathematical Models of Cognitive Processes and Neural Networks | |
| 650 | 4 | |a Biomedical Engineering | |
| 650 | 4 | |a Physiological, Cellular and Medical Topics | |
| 650 | 4 | |a Simulation and Modeling | |
| 650 | 4 | |a Mathematik | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-3-319-32284-1 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-32285-8 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |3 Abstract |
| 912 | |a ZDB-2-SMA | ||
| 940 | 1 | |q ZDB-2-SMA_2016 | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-028994434 | ||
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l BTU01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l FHR01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l FRO01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l TUM01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l UBM01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l UBT01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l UBW01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l UEI01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-32285-8 |l UPA01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804176261380046848 |
|---|---|
| adam_text | COMPUTATIONAL MODELING OF NEURAL ACTIVITIES FOR STATISTICAL INFERENCE
/ KOLOSSA, ANTONIO
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
COMPUTATIONAL MODELING OF NEURAL ACTIVITIES FOR STATISTICAL INFERENCE
/ KOLOSSA, ANTONIO
: 2016
ABSTRACT / INHALTSTEXT
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.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Kolossa, Antonio |
| author_facet | Kolossa, Antonio |
| author_role | aut |
| author_sort | Kolossa, Antonio |
| author_variant | a k ak |
| building | Verbundindex |
| bvnumber | BV043579762 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA |
| ctrlnum | (ZDB-2-SMA)978-3-319-32285-8 (OCoLC)951022580 (DE-599)BVBBV043579762 |
| dewey-full | 519 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519 |
| dewey-search | 519 |
| dewey-sort | 3519 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-3-319-32285-8 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03082nmm a2200625zc 4500</leader><controlfield tag="001">BV043579762</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20220311 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">160601s2016 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319322858</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-319-32285-8</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-32285-8</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-2-SMA)978-3-319-32285-8</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)951022580</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043579762</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-703</subfield><subfield code="a">DE-824</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 000</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kolossa, Antonio</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Computational modeling of neural activities for statistical inference</subfield><subfield code="c">Antonio Kolossa</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Cham]</subfield><subfield code="b">Springer</subfield><subfield code="c">[2016]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2016</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (XXIV, 127 Seiten, 42 illus., 20 illus. in color)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Neurosciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Computer simulation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Neural networks (Computer science)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biomathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biomedical engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical Models of Cognitive Processes and Neural Networks</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biomedical Engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Physiological, Cellular and Medical Topics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Simulation and Modeling</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-32284-1</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-SMA</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-SMA_2016</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028994434</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">FHR01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">TUM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">UBM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">UBT01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">UBW01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">UEI01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-32285-8</subfield><subfield code="l">UPA01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV043579762 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:29:22Z |
| institution | BVB |
| isbn | 9783319322858 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028994434 |
| oclc_num | 951022580 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-898 DE-BY-UBR DE-861 DE-703 DE-824 DE-83 |
| owner_facet | DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-898 DE-BY-UBR DE-861 DE-703 DE-824 DE-83 |
| physical | 1 Online-Ressource (XXIV, 127 Seiten, 42 illus., 20 illus. in color) |
| psigel | ZDB-2-SMA ZDB-2-SMA_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer |
| record_format | marc |
| spelling | Kolossa, Antonio Verfasser aut Computational modeling of neural activities for statistical inference Antonio Kolossa [Cham] Springer [2016] © 2016 1 Online-Ressource (XXIV, 127 Seiten, 42 illus., 20 illus. in color) txt rdacontent c rdamedia cr rdacarrier Mathematics Neurosciences Computer simulation Neural networks (Computer science) Biomathematics Biomedical engineering Mathematical Models of Cognitive Processes and Neural Networks Biomedical Engineering Physiological, Cellular and Medical Topics Simulation and Modeling Mathematik Erscheint auch als Druckausgabe 978-3-319-32284-1 https://doi.org/10.1007/978-3-319-32285-8 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Kolossa, Antonio Computational modeling of neural activities for statistical inference Mathematics Neurosciences Computer simulation Neural networks (Computer science) Biomathematics Biomedical engineering Mathematical Models of Cognitive Processes and Neural Networks Biomedical Engineering Physiological, Cellular and Medical Topics Simulation and Modeling Mathematik |
| title | Computational modeling of neural activities for statistical inference |
| title_auth | Computational modeling of neural activities for statistical inference |
| title_exact_search | Computational modeling of neural activities for statistical inference |
| title_full | Computational modeling of neural activities for statistical inference Antonio Kolossa |
| title_fullStr | Computational modeling of neural activities for statistical inference Antonio Kolossa |
| title_full_unstemmed | Computational modeling of neural activities for statistical inference Antonio Kolossa |
| title_short | Computational modeling of neural activities for statistical inference |
| title_sort | computational modeling of neural activities for statistical inference |
| topic | Mathematics Neurosciences Computer simulation Neural networks (Computer science) Biomathematics Biomedical engineering Mathematical Models of Cognitive Processes and Neural Networks Biomedical Engineering Physiological, Cellular and Medical Topics Simulation and Modeling Mathematik |
| topic_facet | Mathematics Neurosciences Computer simulation Neural networks (Computer science) Biomathematics Biomedical engineering Mathematical Models of Cognitive Processes and Neural Networks Biomedical Engineering Physiological, Cellular and Medical Topics Simulation and Modeling Mathematik |
| url | https://doi.org/10.1007/978-3-319-32285-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994434&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kolossaantonio computationalmodelingofneuralactivitiesforstatisticalinference |