Artificial Neural Networks as Models of Neural Information Processing
Modern neural networks gave rise to major breakthroughs in several research areas. In neuroscience, we are witnessing a reappraisal of neural network theory and its relevance for understanding information processing in biological systems. The research presented in this book provides various perspect...
Saved in:
| Superior document: | Frontiers Research Topics |
|---|---|
| : | |
| Year of Publication: | 2018 |
| Language: | English |
| Series: | Frontiers Research Topics
|
| Physical Description: | 1 electronic resource (220 p.) |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
993544272504498 |
|---|---|
| ctrlnum |
(CKB)4920000000094233 (oapen)https://directory.doabooks.org/handle/20.500.12854/41357 (EXLCZ)994920000000094233 |
| collection |
bib_alma |
| record_format |
marc |
| spelling |
Marcel van Gerven auth Artificial Neural Networks as Models of Neural Information Processing Frontiers Media SA 2018 1 electronic resource (220 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Frontiers Research Topics Open access Unrestricted online access star Modern neural networks gave rise to major breakthroughs in several research areas. In neuroscience, we are witnessing a reappraisal of neural network theory and its relevance for understanding information processing in biological systems. The research presented in this book provides various perspectives on the use of artificial neural networks as models of neural information processing. We consider the biological plausibility of neural networks, performance improvements, spiking neural networks and the use of neural networks for understanding brain function. English brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks 2-88945-401-0 Sander Bohte auth |
| language |
English |
| format |
eBook |
| author |
Marcel van Gerven |
| spellingShingle |
Marcel van Gerven Artificial Neural Networks as Models of Neural Information Processing Frontiers Research Topics |
| author_facet |
Marcel van Gerven Sander Bohte |
| author_variant |
m v g mvg |
| author2 |
Sander Bohte |
| author2_variant |
s b sb |
| author_sort |
Marcel van Gerven |
| title |
Artificial Neural Networks as Models of Neural Information Processing |
| title_full |
Artificial Neural Networks as Models of Neural Information Processing |
| title_fullStr |
Artificial Neural Networks as Models of Neural Information Processing |
| title_full_unstemmed |
Artificial Neural Networks as Models of Neural Information Processing |
| title_auth |
Artificial Neural Networks as Models of Neural Information Processing |
| title_new |
Artificial Neural Networks as Models of Neural Information Processing |
| title_sort |
artificial neural networks as models of neural information processing |
| series |
Frontiers Research Topics |
| series2 |
Frontiers Research Topics |
| publisher |
Frontiers Media SA |
| publishDate |
2018 |
| physical |
1 electronic resource (220 p.) |
| isbn |
2-88945-401-0 |
| illustrated |
Not Illustrated |
| work_keys_str_mv |
AT marcelvangerven artificialneuralnetworksasmodelsofneuralinformationprocessing AT sanderbohte artificialneuralnetworksasmodelsofneuralinformationprocessing |
| status_str |
n |
| ids_txt_mv |
(CKB)4920000000094233 (oapen)https://directory.doabooks.org/handle/20.500.12854/41357 (EXLCZ)994920000000094233 |
| carrierType_str_mv |
cr |
| hierarchy_parent_title |
Frontiers Research Topics |
| is_hierarchy_title |
Artificial Neural Networks as Models of Neural Information Processing |
| container_title |
Frontiers Research Topics |
| author2_original_writing_str_mv |
noLinkedField |
| _version_ |
1792416946861375488 |
| fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01689nam-a2200361z--4500</leader><controlfield tag="001">993544272504498</controlfield><controlfield tag="005">20240301180038.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr|mn|---annan</controlfield><controlfield tag="008">202102s2018 xx |||||o ||| 0|eng d</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)4920000000094233</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/41357</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)994920000000094233</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Marcel van Gerven</subfield><subfield code="4">auth</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Artificial Neural Networks as Models of Neural Information Processing</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="b">Frontiers Media SA</subfield><subfield code="c">2018</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 electronic resource (220 p.)</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">Frontiers Research Topics</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Open access</subfield><subfield code="f">Unrestricted online access</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Modern neural networks gave rise to major breakthroughs in several research areas. In neuroscience, we are witnessing a reappraisal of neural network theory and its relevance for understanding information processing in biological systems. The research presented in this book provides various perspectives on the use of artificial neural networks as models of neural information processing. We consider the biological plausibility of neural networks, performance improvements, spiking neural networks and the use of neural networks for understanding brain function.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">brain imaging</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">artificial neural networks</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">deep learning</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">neural information processing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">backpropagation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">spiking neural networks</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">2-88945-401-0</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sander Bohte</subfield><subfield code="4">auth</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2024-03-02 08:12:38 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2019-11-10 04:18:40 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5337594310004498&Force_direct=true</subfield><subfield code="Z">5337594310004498</subfield><subfield code="b">Available</subfield><subfield code="8">5337594310004498</subfield></datafield></record></collection> |