Artificial neural networks: methods and applications in bio-neuroinformatics
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2015
|
| Schriftenreihe: | Springer series in bio-neuroinformatics
4 |
| Schlagworte: | |
| Online-Zugang: | BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783319099033 |
| DOI: | 10.1007/978-3-319-09903-3 |
Internformat
MARC
| LEADER | 00000nmm a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV042194631 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 141118s2015 |||| o||u| ||||||eng d | ||
| 020 | |a 9783319099033 |c Online |9 978-331-90990-3-3 | ||
| 024 | 7 | |a 10.1007/978-3-319-09903-3 |2 doi | |
| 035 | |a (OCoLC)892072879 | ||
| 035 | |a (DE-599)BVBBV042194631 | ||
| 040 | |a DE-604 |b ger | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-634 |a DE-Aug4 |a DE-1043 |a DE-1046 |a DE-859 |a DE-92 |a DE-898 |a DE-863 |a DE-862 |a DE-573 |a DE-B768 |a DE-861 |a DE-706 | ||
| 050 | 0 | |a Q342 | |
| 082 | 0 | |a 006.32 |2 22//ger | |
| 084 | |a UYQ |2 sdnb | ||
| 084 | |a COM004000 |2 sdnb | ||
| 245 | 1 | 0 | |a Artificial neural networks |b methods and applications in bio-neuroinformatics |c Petia Koprinkova-Hristova ..., eds. |
| 264 | 1 | |a Cham [u.a.] |b Springer |c 2015 | |
| 300 | |a 1 Online-Ressource | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 1 | |a Springer series in bio-neuroinformatics |v 4 | |
| 650 | 4 | |a Ingenieurwissenschaften | |
| 650 | 4 | |a Neurosciences | |
| 650 | 4 | |a Bioinformatics | |
| 650 | 4 | |a Engineering | |
| 700 | 1 | |a Koprinkova-Hristova, Petia |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-3-319-09902-6 |
| 830 | 0 | |a Springer series in bio-neuroinformatics |v 4 |w (DE-604)BV042166751 |9 4 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-09903-3 |x Verlag |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=027633640&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=027633640&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |3 Abstract |
| 912 | |a ZDB-2-ENG | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-027633640 | ||
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l BHS01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l BTU01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FAB01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FAW01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FHA01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FHI01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FHN01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FHR01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FKE01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FRO01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FWS01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l FWS02 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-09903-3 |l UBY01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
Datensatz im Suchindex
| DE-BY-FWS_katkey | 541368 |
|---|---|
| _version_ | 1824554402215624705 |
| adam_text | ARTIFICIAL NEURAL NETWORKS
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
NEURAL NETWORKS THEORY AND MODELS
NEW MACHINE LEARNING ALGORITHMS FOR NEURAL NETWORKS
PATTERN RECOGNITION, CLASSIFICATION AND OTHER NEURAL NETWORK
APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ARTIFICIAL NEURAL NETWORKS
/
: 2015
ABSTRACT / INHALTSTEXT
THE BOOK REPORTS ON THE LATEST THEORIES ON ARTIFICIAL NEURAL NETWORKS,
WITH A SPECIAL EMPHASIS ON BIO-NEUROINFORMATICS METHODS. IT INCLUDES
TWENTY-THREE PAPERS SELECTED FROM AMONG THE BEST CONTRIBUTIONS ON
BIO-NEUROINFORMATICS-RELATED ISSUES, WHICH WERE PRESENTED AT THE
INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS, HELD IN SOFIA,
BULGARIA, ON SEPTEMBER 10-13, 2013 (ICANN 2013). THE BOOK COVERS A BROAD
RANGE OF TOPICS CONCERNING THE THEORY AND APPLICATIONS OF ARTIFICIAL
NEURAL NETWORKS, INCLUDING RECURRENT NEURAL NETWORKS, SUPER-TURING
COMPUTATION AND RESERVOIR COMPUTING, DOUBLE-LAYER VECTOR PERCEPTRONS,
NONNEGATIVE MATRIX FACTORIZATION, BIO-INSPIRED MODELS OF CELL
COMMUNITIES, GESTALT LAWS, EMBODIED THEORY OF LANGUAGE UNDERSTANDING,
SACCADIC GAZE SHIFTS AND MEMORY FORMATION, AND NEW TRAINING ALGORITHMS
FOR DEEP BOLTZMANN MACHINES, AS WELL AS DYNAMIC NEURAL NETWORKS AND
KERNEL MACHINES. IT ALSO REPORTS ON NEW APPROACHES TO REINFORCEMENT
LEARNING, OPTIMAL CONTROL OF DISCRETE TIME-DELAY SYSTEMS, NEW ALGORITHMS
FOR PROTOTYPE SELECTION, AND GROUP STRUCTURE DISCOVERING. MOREOVER, THE
BOOK DISCUSSES ONE-CLASS SUPPORT VECTOR MACHINES FOR PATTERN
RECOGNITION, HANDWRITTEN DIGIT RECOGNITION, TIME SERIES FORECASTING AND
CLASSIFICATION, AND ANOMALY IDENTIFICATION IN DATA ANALYTICS AND
AUTOMATED DATA ANALYSIS. BY PRESENTING THE STATE-OF-THE-ART AND
DISCUSSING THE CURRENT CHALLENGES IN THE FIELDS OF ARTIFICIAL NEURAL
NETWORKS, BIOINFORMATICS AND NEUROINFORMATICS, THE BOOK IS INTENDED TO
PROMOTE THE IMPLEMENTATION OF NEW METHODS AND IMPROVEMENT OF EXISTING
ONES, AND TO SUPPORT ADVANCED STUDENTS, RESEARCHERS AND PROFESSIONALS IN
THEIR DAILY EFFORTS TO IDENTIFY, UNDERSTAND AND SOLVE A NUMBER OF OPEN
QUESTIONS IN THESE FIELDS.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Koprinkova-Hristova, Petia |
| author2_role | edt |
| author2_variant | p k h pkh |
| author_facet | Koprinkova-Hristova, Petia |
| building | Verbundindex |
| bvnumber | BV042194631 |
| callnumber-first | Q - Science |
| callnumber-label | Q342 |
| callnumber-raw | Q342 |
| callnumber-search | Q342 |
| callnumber-sort | Q 3342 |
| callnumber-subject | Q - General Science |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)892072879 (DE-599)BVBBV042194631 |
| dewey-full | 006.32 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.32 |
| dewey-search | 006.32 |
| dewey-sort | 16.32 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-09903-3 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03201nmm a2200601 cb4500</leader><controlfield tag="001">BV042194631</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">141118s2015 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319099033</subfield><subfield code="c">Online</subfield><subfield code="9">978-331-90990-3-3</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-09903-3</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)892072879</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV042194631</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-634</subfield><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-1043</subfield><subfield code="a">DE-1046</subfield><subfield code="a">DE-859</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-863</subfield><subfield code="a">DE-862</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-B768</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-706</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">Q342</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.32</subfield><subfield code="2">22//ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">UYQ</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">COM004000</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Artificial neural networks</subfield><subfield code="b">methods and applications in bio-neuroinformatics</subfield><subfield code="c">Petia Koprinkova-Hristova ..., eds.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2015</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</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="490" ind1="1" ind2=" "><subfield code="a">Springer series in bio-neuroinformatics</subfield><subfield code="v">4</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Ingenieurwissenschaften</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Neurosciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bioinformatics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Engineering</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Koprinkova-Hristova, Petia</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-09902-6</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Springer series in bio-neuroinformatics</subfield><subfield code="v">4</subfield><subfield code="w">(DE-604)BV042166751</subfield><subfield code="9">4</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="x">Verlag</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=027633640&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=027633640&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-ENG</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027633640</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">BHS01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FAB01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FAW01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FHA01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FHI01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FHN01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FHR01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FKE01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FWS01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">FWS02</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-09903-3</subfield><subfield code="l">UBY01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV042194631 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:51:12Z |
| institution | BVB |
| isbn | 9783319099033 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027633640 |
| oclc_num | 892072879 |
| open_access_boolean | |
| owner | DE-634 DE-Aug4 DE-1043 DE-1046 DE-859 DE-92 DE-898 DE-BY-UBR DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-573 DE-B768 DE-861 DE-706 |
| owner_facet | DE-634 DE-Aug4 DE-1043 DE-1046 DE-859 DE-92 DE-898 DE-BY-UBR DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-573 DE-B768 DE-861 DE-706 |
| physical | 1 Online-Ressource |
| psigel | ZDB-2-ENG |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| series | Springer series in bio-neuroinformatics |
| series2 | Springer series in bio-neuroinformatics |
| spellingShingle | Artificial neural networks methods and applications in bio-neuroinformatics Springer series in bio-neuroinformatics Ingenieurwissenschaften Neurosciences Bioinformatics Engineering |
| title | Artificial neural networks methods and applications in bio-neuroinformatics |
| title_auth | Artificial neural networks methods and applications in bio-neuroinformatics |
| title_exact_search | Artificial neural networks methods and applications in bio-neuroinformatics |
| title_full | Artificial neural networks methods and applications in bio-neuroinformatics Petia Koprinkova-Hristova ..., eds. |
| title_fullStr | Artificial neural networks methods and applications in bio-neuroinformatics Petia Koprinkova-Hristova ..., eds. |
| title_full_unstemmed | Artificial neural networks methods and applications in bio-neuroinformatics Petia Koprinkova-Hristova ..., eds. |
| title_short | Artificial neural networks |
| title_sort | artificial neural networks methods and applications in bio neuroinformatics |
| title_sub | methods and applications in bio-neuroinformatics |
| topic | Ingenieurwissenschaften Neurosciences Bioinformatics Engineering |
| topic_facet | Ingenieurwissenschaften Neurosciences Bioinformatics Engineering |
| url | https://doi.org/10.1007/978-3-319-09903-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027633640&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=027633640&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV042166751 |
| work_keys_str_mv | AT koprinkovahristovapetia artificialneuralnetworksmethodsandapplicationsinbioneuroinformatics |