How to build a brain :: a neural architecture for biological cognition /
One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that are able to explain the flexibility and adaptiveness of biological systems. How to build a brain provides a detailed guided exploration of a new cognitive architecture that takes biol...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Oxford ; New York :
Oxford University Press,
[2013]
|
| Schriftenreihe: | Oxford series on cognitive models and architectures.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that are able to explain the flexibility and adaptiveness of biological systems. How to build a brain provides a detailed guided exploration of a new cognitive architecture that takes biological detail seriously, while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided, and they are shown to explain a wide range of data including single cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of these models introduces a major feature of biological cognition addressed in the book, including semantics, syntax, control, learning, and memory. These models are not introduced as independent considerations of brain function, but instead integrated to give rise to what is currently the world's largest functional brain model. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. The book includes 8 detailed, hands-on tutorials exploiting the free Nengo neural simulation environment, providing practical experience with the concepts and models presented throughout. |
| Beschreibung: | 1 online resource (xvii, 456 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 417-445) and index. |
| ISBN: | 9780199794690 0199794693 9780199345236 0199345236 1299708781 9781299708785 |
Internformat
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | ZDB-4-EBA-ocn852159148 | ||
| 003 | OCoLC | ||
| 005 | 20241004212047.0 | ||
| 006 | m o d | ||
| 007 | cr mn||||||||| | ||
| 008 | 130708t20132013enka ob 001 0 eng d | ||
| 010 | |z 2012046211 | ||
| 040 | |a N$T |b eng |e rda |e pn |c N$T |d UKMGB |d OSU |d E7B |d OCLCO |d VLB |d YDXCP |d WAU |d UAB |d OCLCF |d IDEBK |d CDX |d EBLCP |d OCLCQ |d Z5A |d STBDS |d OCLCQ |d DEBBG |d WYU |d YOU |d AU@ |d OCLCQ |d K6U |d VLY |d UKAHL |d OCLCO |d OCLCQ |d SFB |d OCLCQ |d OCLCO |d OCLCQ |d OCLCL | ||
| 016 | 7 | |a 016315574 |2 Uk | |
| 019 | |a 851697695 |a 857444551 |a 857878866 |a 860713983 |a 870284635 |a 909544085 |a 1065705905 |a 1162311381 |a 1241797361 | ||
| 020 | |a 9780199794690 |q (electronic bk.) | ||
| 020 | |a 0199794693 |q (electronic bk.) | ||
| 020 | |a 9780199345236 |q (ebook) | ||
| 020 | |a 0199345236 |q (ebook) | ||
| 020 | |a 1299708781 |q (ebk) | ||
| 020 | |a 9781299708785 |q (ebk) | ||
| 020 | |z 9780199794546 | ||
| 020 | |z 0199794545 | ||
| 035 | |a (OCoLC)852159148 |z (OCoLC)851697695 |z (OCoLC)857444551 |z (OCoLC)857878866 |z (OCoLC)860713983 |z (OCoLC)870284635 |z (OCoLC)909544085 |z (OCoLC)1065705905 |z (OCoLC)1162311381 |z (OCoLC)1241797361 | ||
| 037 | |a 502129 |b MIL | ||
| 050 | 4 | |a QP376 |b .E545 2013eb | |
| 072 | 7 | |a MED |x 057000 |2 bisacsh | |
| 072 | 7 | |a PSY |x 020000 |2 bisacsh | |
| 082 | 7 | |a 612.8/2 |2 23 | |
| 049 | |a MAIN | ||
| 100 | 1 | |a Eliasmith, Chris, |e author. | |
| 245 | 1 | 0 | |a How to build a brain : |b a neural architecture for biological cognition / |c Chris Eliasmith. |
| 264 | 1 | |a Oxford ; |a New York : |b Oxford University Press, |c [2013] | |
| 264 | 4 | |c ©2013 | |
| 300 | |a 1 online resource (xvii, 456 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Oxford series on cognitive models and architectures | |
| 520 | |a One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that are able to explain the flexibility and adaptiveness of biological systems. How to build a brain provides a detailed guided exploration of a new cognitive architecture that takes biological detail seriously, while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided, and they are shown to explain a wide range of data including single cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of these models introduces a major feature of biological cognition addressed in the book, including semantics, syntax, control, learning, and memory. These models are not introduced as independent considerations of brain function, but instead integrated to give rise to what is currently the world's largest functional brain model. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. The book includes 8 detailed, hands-on tutorials exploiting the free Nengo neural simulation environment, providing practical experience with the concepts and models presented throughout. | ||
| 504 | |a Includes bibliographical references (pages 417-445) and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a The science of cognition -- An introduction to brain building -- Biological cognition : semantics -- Biological cognition -- syntax -- Biological cognition -- control -- Biological cognition -- memory and learning -- The semantic pointer architecture -- Evaluating cognitive theories -- Theories of cognition -- Consequences and challenges -- A. Mathematical notation and overview -- B. Mathematical derivations for the NEF -- C. Further details on deep semantic models -- D. Mathematical derivations for the semantic pointer architecture -- E. Semantic pointer architecture model details. | |
| 546 | |a English. | ||
| 650 | 0 | |a Brain. |0 http://id.loc.gov/authorities/subjects/sh85016319 | |
| 650 | 0 | |a Neural circuitry. |0 http://id.loc.gov/authorities/subjects/sh85091089 | |
| 650 | 0 | |a Neural networks (Neurobiology) |0 http://id.loc.gov/authorities/subjects/sh93002348 | |
| 650 | 0 | |a Cognition. |0 http://id.loc.gov/authorities/subjects/sh85027742 | |
| 650 | 6 | |a Cerveau. | |
| 650 | 6 | |a Réseaux nerveux. | |
| 650 | 6 | |a Réseaux neuronaux (Neurobiologie) | |
| 650 | 6 | |a Cognition. | |
| 650 | 7 | |a brains. |2 aat | |
| 650 | 7 | |a cognition. |2 aat | |
| 650 | 7 | |a MEDICAL |x Neuroscience. |2 bisacsh | |
| 650 | 7 | |a PSYCHOLOGY |x Neuropsychology. |2 bisacsh | |
| 650 | 7 | |a Brain |2 fast | |
| 650 | 7 | |a Cognition |2 fast | |
| 650 | 7 | |a Neural circuitry |2 fast | |
| 650 | 7 | |a Neural networks (Neurobiology) |2 fast | |
| 758 | |i has work: |a How to build a brain (Text) |1 https://id.oclc.org/worldcat/entity/E39PCH3Xx7Kddbx83wWHTxvDYP |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Eliasmith, Chris. |t How to build a brain. |d New York, NY : Oxford University Press, [2013] |z 9780199794546 |w (DLC) 2012046211 |w (OCoLC)822667362 |
| 830 | 0 | |a Oxford series on cognitive models and architectures. | |
| 856 | 4 | 0 | |l FWS01 |p ZDB-4-EBA |q FWS_PDA_EBA |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=603962 |3 Volltext |
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL7034432 | ||
| 938 | |a Askews and Holts Library Services |b ASKH |n AH25955479 | ||
| 938 | |a Coutts Information Services |b COUT |n 25774903 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL3055425 | ||
| 938 | |a ebrary |b EBRY |n ebr10727059 | ||
| 938 | |a EBSCOhost |b EBSC |n 603962 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis25774903 | ||
| 938 | |a Oxford University Press USA |b OUPR |n EDZ0000172393 | ||
| 938 | |a YBP Library Services |b YANK |n 10710793 | ||
| 938 | |a YBP Library Services |b YANK |n 10827688 | ||
| 994 | |a 92 |b GEBAY | ||
| 912 | |a ZDB-4-EBA | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn852159148 |
|---|---|
| _version_ | 1816882237840293888 |
| adam_text | |
| any_adam_object | |
| author | Eliasmith, Chris |
| author_facet | Eliasmith, Chris |
| author_role | aut |
| author_sort | Eliasmith, Chris |
| author_variant | c e ce |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | QP376 |
| callnumber-raw | QP376 .E545 2013eb |
| callnumber-search | QP376 .E545 2013eb |
| callnumber-sort | QP 3376 E545 42013EB |
| callnumber-subject | QP - Physiology |
| collection | ZDB-4-EBA |
| contents | The science of cognition -- An introduction to brain building -- Biological cognition : semantics -- Biological cognition -- syntax -- Biological cognition -- control -- Biological cognition -- memory and learning -- The semantic pointer architecture -- Evaluating cognitive theories -- Theories of cognition -- Consequences and challenges -- A. Mathematical notation and overview -- B. Mathematical derivations for the NEF -- C. Further details on deep semantic models -- D. Mathematical derivations for the semantic pointer architecture -- E. Semantic pointer architecture model details. |
| ctrlnum | (OCoLC)852159148 |
| dewey-full | 612.8/2 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
| dewey-raw | 612.8/2 |
| dewey-search | 612.8/2 |
| dewey-sort | 3612.8 12 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>05934cam a2200865 i 4500</leader><controlfield tag="001">ZDB-4-EBA-ocn852159148</controlfield><controlfield tag="003">OCoLC</controlfield><controlfield tag="005">20241004212047.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr mn|||||||||</controlfield><controlfield tag="008">130708t20132013enka ob 001 0 eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="z"> 2012046211</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">N$T</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="e">pn</subfield><subfield code="c">N$T</subfield><subfield code="d">UKMGB</subfield><subfield code="d">OSU</subfield><subfield code="d">E7B</subfield><subfield code="d">OCLCO</subfield><subfield code="d">VLB</subfield><subfield code="d">YDXCP</subfield><subfield code="d">WAU</subfield><subfield code="d">UAB</subfield><subfield code="d">OCLCF</subfield><subfield code="d">IDEBK</subfield><subfield code="d">CDX</subfield><subfield code="d">EBLCP</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">Z5A</subfield><subfield code="d">STBDS</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">DEBBG</subfield><subfield code="d">WYU</subfield><subfield code="d">YOU</subfield><subfield code="d">AU@</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">K6U</subfield><subfield code="d">VLY</subfield><subfield code="d">UKAHL</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">SFB</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">OCLCL</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">016315574</subfield><subfield code="2">Uk</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">851697695</subfield><subfield code="a">857444551</subfield><subfield code="a">857878866</subfield><subfield code="a">860713983</subfield><subfield code="a">870284635</subfield><subfield code="a">909544085</subfield><subfield code="a">1065705905</subfield><subfield code="a">1162311381</subfield><subfield code="a">1241797361</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780199794690</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0199794693</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780199345236</subfield><subfield code="q">(ebook)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0199345236</subfield><subfield code="q">(ebook)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1299708781</subfield><subfield code="q">(ebk)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781299708785</subfield><subfield code="q">(ebk)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9780199794546</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">0199794545</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)852159148</subfield><subfield code="z">(OCoLC)851697695</subfield><subfield code="z">(OCoLC)857444551</subfield><subfield code="z">(OCoLC)857878866</subfield><subfield code="z">(OCoLC)860713983</subfield><subfield code="z">(OCoLC)870284635</subfield><subfield code="z">(OCoLC)909544085</subfield><subfield code="z">(OCoLC)1065705905</subfield><subfield code="z">(OCoLC)1162311381</subfield><subfield code="z">(OCoLC)1241797361</subfield></datafield><datafield tag="037" ind1=" " ind2=" "><subfield code="a">502129</subfield><subfield code="b">MIL</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QP376</subfield><subfield code="b">.E545 2013eb</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">MED</subfield><subfield code="x">057000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">PSY</subfield><subfield code="x">020000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="7" ind2=" "><subfield code="a">612.8/2</subfield><subfield code="2">23</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">MAIN</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Eliasmith, Chris,</subfield><subfield code="e">author.</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">How to build a brain :</subfield><subfield code="b">a neural architecture for biological cognition /</subfield><subfield code="c">Chris Eliasmith.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Oxford ;</subfield><subfield code="a">New York :</subfield><subfield code="b">Oxford University Press,</subfield><subfield code="c">[2013]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2013</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (xvii, 456 pages) :</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Oxford series on cognitive models and architectures</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that are able to explain the flexibility and adaptiveness of biological systems. How to build a brain provides a detailed guided exploration of a new cognitive architecture that takes biological detail seriously, while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided, and they are shown to explain a wide range of data including single cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of these models introduces a major feature of biological cognition addressed in the book, including semantics, syntax, control, learning, and memory. These models are not introduced as independent considerations of brain function, but instead integrated to give rise to what is currently the world's largest functional brain model. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. The book includes 8 detailed, hands-on tutorials exploiting the free Nengo neural simulation environment, providing practical experience with the concepts and models presented throughout.</subfield></datafield><datafield tag="504" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 417-445) and index.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Print version record.</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">The science of cognition -- An introduction to brain building -- Biological cognition : semantics -- Biological cognition -- syntax -- Biological cognition -- control -- Biological cognition -- memory and learning -- The semantic pointer architecture -- Evaluating cognitive theories -- Theories of cognition -- Consequences and challenges -- A. Mathematical notation and overview -- B. Mathematical derivations for the NEF -- C. Further details on deep semantic models -- D. Mathematical derivations for the semantic pointer architecture -- E. Semantic pointer architecture model details.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Brain.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85016319</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Neural circuitry.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85091089</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Neural networks (Neurobiology)</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh93002348</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Cognition.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85027742</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Cerveau.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Réseaux nerveux.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Réseaux neuronaux (Neurobiologie)</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Cognition.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">brains.</subfield><subfield code="2">aat</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">cognition.</subfield><subfield code="2">aat</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">MEDICAL</subfield><subfield code="x">Neuroscience.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">PSYCHOLOGY</subfield><subfield code="x">Neuropsychology.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Brain</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Cognition</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Neural circuitry</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Neural networks (Neurobiology)</subfield><subfield code="2">fast</subfield></datafield><datafield tag="758" ind1=" " ind2=" "><subfield code="i">has work:</subfield><subfield code="a">How to build a brain (Text)</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCH3Xx7Kddbx83wWHTxvDYP</subfield><subfield code="4">https://id.oclc.org/worldcat/ontology/hasWork</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="a">Eliasmith, Chris.</subfield><subfield code="t">How to build a brain.</subfield><subfield code="d">New York, NY : Oxford University Press, [2013]</subfield><subfield code="z">9780199794546</subfield><subfield code="w">(DLC) 2012046211</subfield><subfield code="w">(OCoLC)822667362</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Oxford series on cognitive models and architectures.</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FWS_PDA_EBA</subfield><subfield code="u">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=603962</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ProQuest Ebook Central</subfield><subfield code="b">EBLB</subfield><subfield code="n">EBL7034432</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Askews and Holts Library Services</subfield><subfield code="b">ASKH</subfield><subfield code="n">AH25955479</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Coutts Information Services</subfield><subfield code="b">COUT</subfield><subfield code="n">25774903</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ProQuest Ebook Central</subfield><subfield code="b">EBLB</subfield><subfield code="n">EBL3055425</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ebrary</subfield><subfield code="b">EBRY</subfield><subfield code="n">ebr10727059</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBSCOhost</subfield><subfield code="b">EBSC</subfield><subfield code="n">603962</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ProQuest MyiLibrary Digital eBook Collection</subfield><subfield code="b">IDEB</subfield><subfield code="n">cis25774903</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Oxford University Press USA</subfield><subfield code="b">OUPR</subfield><subfield code="n">EDZ0000172393</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">YBP Library Services</subfield><subfield code="b">YANK</subfield><subfield code="n">10710793</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">YBP Library Services</subfield><subfield code="b">YANK</subfield><subfield code="n">10827688</subfield></datafield><datafield tag="994" ind1=" " ind2=" "><subfield code="a">92</subfield><subfield code="b">GEBAY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-EBA</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-4-EBA-ocn852159148 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:25:26Z |
| institution | BVB |
| isbn | 9780199794690 0199794693 9780199345236 0199345236 1299708781 9781299708785 |
| language | English |
| oclc_num | 852159148 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xvii, 456 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Oxford University Press, |
| record_format | marc |
| series | Oxford series on cognitive models and architectures. |
| series2 | Oxford series on cognitive models and architectures |
| spelling | Eliasmith, Chris, author. How to build a brain : a neural architecture for biological cognition / Chris Eliasmith. Oxford ; New York : Oxford University Press, [2013] ©2013 1 online resource (xvii, 456 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Oxford series on cognitive models and architectures One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that are able to explain the flexibility and adaptiveness of biological systems. How to build a brain provides a detailed guided exploration of a new cognitive architecture that takes biological detail seriously, while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided, and they are shown to explain a wide range of data including single cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of these models introduces a major feature of biological cognition addressed in the book, including semantics, syntax, control, learning, and memory. These models are not introduced as independent considerations of brain function, but instead integrated to give rise to what is currently the world's largest functional brain model. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. The book includes 8 detailed, hands-on tutorials exploiting the free Nengo neural simulation environment, providing practical experience with the concepts and models presented throughout. Includes bibliographical references (pages 417-445) and index. Print version record. The science of cognition -- An introduction to brain building -- Biological cognition : semantics -- Biological cognition -- syntax -- Biological cognition -- control -- Biological cognition -- memory and learning -- The semantic pointer architecture -- Evaluating cognitive theories -- Theories of cognition -- Consequences and challenges -- A. Mathematical notation and overview -- B. Mathematical derivations for the NEF -- C. Further details on deep semantic models -- D. Mathematical derivations for the semantic pointer architecture -- E. Semantic pointer architecture model details. English. Brain. http://id.loc.gov/authorities/subjects/sh85016319 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Cognition. http://id.loc.gov/authorities/subjects/sh85027742 Cerveau. Réseaux nerveux. Réseaux neuronaux (Neurobiologie) Cognition. brains. aat cognition. aat MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain fast Cognition fast Neural circuitry fast Neural networks (Neurobiology) fast has work: How to build a brain (Text) https://id.oclc.org/worldcat/entity/E39PCH3Xx7Kddbx83wWHTxvDYP https://id.oclc.org/worldcat/ontology/hasWork Print version: Eliasmith, Chris. How to build a brain. New York, NY : Oxford University Press, [2013] 9780199794546 (DLC) 2012046211 (OCoLC)822667362 Oxford series on cognitive models and architectures. FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=603962 Volltext |
| spellingShingle | Eliasmith, Chris How to build a brain : a neural architecture for biological cognition / Oxford series on cognitive models and architectures. The science of cognition -- An introduction to brain building -- Biological cognition : semantics -- Biological cognition -- syntax -- Biological cognition -- control -- Biological cognition -- memory and learning -- The semantic pointer architecture -- Evaluating cognitive theories -- Theories of cognition -- Consequences and challenges -- A. Mathematical notation and overview -- B. Mathematical derivations for the NEF -- C. Further details on deep semantic models -- D. Mathematical derivations for the semantic pointer architecture -- E. Semantic pointer architecture model details. Brain. http://id.loc.gov/authorities/subjects/sh85016319 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Cognition. http://id.loc.gov/authorities/subjects/sh85027742 Cerveau. Réseaux nerveux. Réseaux neuronaux (Neurobiologie) Cognition. brains. aat cognition. aat MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain fast Cognition fast Neural circuitry fast Neural networks (Neurobiology) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85016319 http://id.loc.gov/authorities/subjects/sh85091089 http://id.loc.gov/authorities/subjects/sh93002348 http://id.loc.gov/authorities/subjects/sh85027742 |
| title | How to build a brain : a neural architecture for biological cognition / |
| title_auth | How to build a brain : a neural architecture for biological cognition / |
| title_exact_search | How to build a brain : a neural architecture for biological cognition / |
| title_full | How to build a brain : a neural architecture for biological cognition / Chris Eliasmith. |
| title_fullStr | How to build a brain : a neural architecture for biological cognition / Chris Eliasmith. |
| title_full_unstemmed | How to build a brain : a neural architecture for biological cognition / Chris Eliasmith. |
| title_short | How to build a brain : |
| title_sort | how to build a brain a neural architecture for biological cognition |
| title_sub | a neural architecture for biological cognition / |
| topic | Brain. http://id.loc.gov/authorities/subjects/sh85016319 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Cognition. http://id.loc.gov/authorities/subjects/sh85027742 Cerveau. Réseaux nerveux. Réseaux neuronaux (Neurobiologie) Cognition. brains. aat cognition. aat MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain fast Cognition fast Neural circuitry fast Neural networks (Neurobiology) fast |
| topic_facet | Brain. Neural circuitry. Neural networks (Neurobiology) Cognition. Cerveau. Réseaux nerveux. Réseaux neuronaux (Neurobiologie) brains. cognition. MEDICAL Neuroscience. PSYCHOLOGY Neuropsychology. Brain Cognition Neural circuitry |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=603962 |
| work_keys_str_mv | AT eliasmithchris howtobuildabrainaneuralarchitectureforbiologicalcognition |