Computational models of brain and behavior:
A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hip...
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, NJ
Wiley
[2018]
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Online-Zugang: | FCO01 FRO01 UBG01 UBW01 UPA01 Volltext |
| Zusammenfassung: | A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer's disease, Parkinson's disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. -Covers computational approximations to intellectual disability in down syndrome -Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease -Examines neural circuit models of serotonergic system (from microcircuits to cognition) -Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students-as well as researchers involved in computational neuroscience modeling research |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource (xxix, 554 Seiten) |
| ISBN: | 9781119159193 9781119159070 |
| DOI: | 10.1002/9781119159193 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV044654105 | ||
| 003 | DE-604 | ||
| 005 | 20230824 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 171128s2018 |||| o||u| ||||||eng d | ||
| 020 | |a 9781119159193 |c Online |9 9781119159193 | ||
| 020 | |a 9781119159070 |9 9781119159070 | ||
| 024 | 7 | |a 10.1002/9781119159193 |2 doi | |
| 035 | |a (OCoLC)1006707716 | ||
| 035 | |a (DE-599)BVBBV044654105 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-861 |a DE-739 |a DE-20 |a DE-858 | ||
| 082 | 0 | |a 612.8/233 | |
| 084 | |a WW 4200 |0 (DE-625)152097:13423 |2 rvk | ||
| 084 | |a CZ 1310 |0 (DE-625)19230: |2 rvk | ||
| 245 | 1 | 0 | |a Computational models of brain and behavior |c edited by Ahmed A. Moustafa |
| 250 | |a First edition | ||
| 264 | 1 | |a Hoboken, NJ |b Wiley |c [2018] | |
| 264 | 4 | |c © 2018 | |
| 300 | |a 1 Online-Ressource (xxix, 554 Seiten) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 520 | |a A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer's disease, Parkinson's disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. -Covers computational approximations to intellectual disability in down syndrome -Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease -Examines neural circuit models of serotonergic system (from microcircuits to cognition) -Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students-as well as researchers involved in computational neuroscience modeling research | ||
| 650 | 4 | |a MEDICAL / Physiology / bisacsh | |
| 650 | 4 | |a SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh | |
| 650 | 4 | |a Computational neuroscience | |
| 650 | 4 | |a Neurobiology / Mathematical models | |
| 700 | 1 | |a Moustafa, Ahmed A. |d 1977- |0 (DE-588)1150168560 |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 9781119159063 |
| 856 | 4 | 0 | |u https://doi.org/10.1002/9781119159193 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-35-WIC | ||
| 940 | 1 | |q UBG_PDA_WIC | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-030051764 | ||
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193 |l FCO01 |p ZDB-35-WIC |q FCO_PDA_WIC_Kauf |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193 |l FRO01 |p ZDB-35-WIC |q FRO_PDA_WIC |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193 |l UBG01 |p ZDB-35-WIC |q UBG_PDA_WIC |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193 |l UBW01 |p ZDB-35-WIC |q UBW_Einzelkauf |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1002/9781119159193 |l UPA01 |p ZDB-35-WIC |q UPA_PDA_WIC_Kauf |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804178085104320512 |
|---|---|
| any_adam_object | |
| author2 | Moustafa, Ahmed A. 1977- |
| author2_role | edt |
| author2_variant | a a m aa aam |
| author_GND | (DE-588)1150168560 |
| author_facet | Moustafa, Ahmed A. 1977- |
| building | Verbundindex |
| bvnumber | BV044654105 |
| classification_rvk | WW 4200 CZ 1310 |
| collection | ZDB-35-WIC |
| ctrlnum | (OCoLC)1006707716 (DE-599)BVBBV044654105 |
| dewey-full | 612.8/233 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
| dewey-raw | 612.8/233 |
| dewey-search | 612.8/233 |
| dewey-sort | 3612.8 3233 |
| dewey-tens | 610 - Medicine and health |
| discipline | Biologie Psychologie Medizin |
| doi_str_mv | 10.1002/9781119159193 |
| edition | First edition |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04021nmm a2200517zc 4500</leader><controlfield tag="001">BV044654105</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20230824 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">171128s2018 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781119159193</subfield><subfield code="c">Online</subfield><subfield code="9">9781119159193</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781119159070</subfield><subfield code="9">9781119159070</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/9781119159193</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1006707716</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV044654105</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-861</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-858</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">612.8/233</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WW 4200</subfield><subfield code="0">(DE-625)152097:13423</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">CZ 1310</subfield><subfield code="0">(DE-625)19230:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Computational models of brain and behavior</subfield><subfield code="c">edited by Ahmed A. Moustafa</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hoboken, NJ</subfield><subfield code="b">Wiley</subfield><subfield code="c">[2018]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2018</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxix, 554 Seiten)</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="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer's disease, Parkinson's disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. -Covers computational approximations to intellectual disability in down syndrome -Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease -Examines neural circuit models of serotonergic system (from microcircuits to cognition) -Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students-as well as researchers involved in computational neuroscience modeling research</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">MEDICAL / Physiology / bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Computational neuroscience</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Neurobiology / Mathematical models</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Moustafa, Ahmed A.</subfield><subfield code="d">1977-</subfield><subfield code="0">(DE-588)1150168560</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9781119159063</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1002/9781119159193</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-35-WIC</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">UBG_PDA_WIC</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030051764</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193</subfield><subfield code="l">FCO01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">FCO_PDA_WIC_Kauf</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">FRO_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193</subfield><subfield code="l">UBG01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">UBG_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781119159193</subfield><subfield code="l">UBW01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">UBW_Einzelkauf</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1002/9781119159193</subfield><subfield code="l">UPA01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">UPA_PDA_WIC_Kauf</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV044654105 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:58:21Z |
| institution | BVB |
| isbn | 9781119159193 9781119159070 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030051764 |
| oclc_num | 1006707716 |
| open_access_boolean | |
| owner | DE-861 DE-739 DE-20 DE-858 |
| owner_facet | DE-861 DE-739 DE-20 DE-858 |
| physical | 1 Online-Ressource (xxix, 554 Seiten) |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FCO_PDA_WIC_Kauf ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC UBW_Einzelkauf ZDB-35-WIC UPA_PDA_WIC_Kauf |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Wiley |
| record_format | marc |
| spelling | Computational models of brain and behavior edited by Ahmed A. Moustafa First edition Hoboken, NJ Wiley [2018] © 2018 1 Online-Ressource (xxix, 554 Seiten) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer's disease, Parkinson's disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. -Covers computational approximations to intellectual disability in down syndrome -Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease -Examines neural circuit models of serotonergic system (from microcircuits to cognition) -Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students-as well as researchers involved in computational neuroscience modeling research MEDICAL / Physiology / bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh Computational neuroscience Neurobiology / Mathematical models Moustafa, Ahmed A. 1977- (DE-588)1150168560 edt Erscheint auch als Druck-Ausgabe 9781119159063 https://doi.org/10.1002/9781119159193 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Computational models of brain and behavior MEDICAL / Physiology / bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh Computational neuroscience Neurobiology / Mathematical models |
| title | Computational models of brain and behavior |
| title_auth | Computational models of brain and behavior |
| title_exact_search | Computational models of brain and behavior |
| title_full | Computational models of brain and behavior edited by Ahmed A. Moustafa |
| title_fullStr | Computational models of brain and behavior edited by Ahmed A. Moustafa |
| title_full_unstemmed | Computational models of brain and behavior edited by Ahmed A. Moustafa |
| title_short | Computational models of brain and behavior |
| title_sort | computational models of brain and behavior |
| topic | MEDICAL / Physiology / bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh Computational neuroscience Neurobiology / Mathematical models |
| topic_facet | MEDICAL / Physiology / bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology / bisacsh Computational neuroscience Neurobiology / Mathematical models |
| url | https://doi.org/10.1002/9781119159193 |
| work_keys_str_mv | AT moustafaahmeda computationalmodelsofbrainandbehavior |