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...
Tallennettuna:
| Päätekijät: | , |
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| Aineistotyyppi: | Online |
| Kieli: | englanti |
| Julkaistu: |
Frontiers Media SA
2021
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| Aiheet: | |
| Linkit: | 29633 |
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| _version_ | 1869520078415855616 |
|---|---|
| author | Marcel van Gerven Sander Bohte |
| author_browse | Marcel van Gerven Sander Bohte |
| author_facet | Marcel van Gerven Sander Bohte |
| author_sort | Marcel van Gerven |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-41357 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Frontiers Media SA |
| publisherStr | Frontiers Media SA |
| record_format | ojs |
| spelling | doab-20.500.12854ir-413572024-04-05T12:36:03Z Artificial Neural Networks as Models of Neural Information Processing Marcel van Gerven Sander Bohte RC321-571 Q1-390 brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences 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. 2021-02-11T08:31:24Z 2021-02-11T08:31:24Z 2018-11-16 17:17:57 2018 book 29633 16648714 9782889454013 https://directory.doabooks.org/handle/20.500.12854/41357 eng Frontiers Research Topics image/jpeg Attribution 4.0 International https://www.frontiersin.org/research-topics/4817/artificial-neural-networks-as-models-of-neural-information-processing Frontiers Media SA 10.3389/978-2-88945-401-3 10.3389/978-2-88945-401-3 bf5ce210-e72e-4860-ba9b-c305640ff3ae 9782889454013 220 open access |
| spellingShingle | RC321-571 Q1-390 brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Marcel van Gerven Sander Bohte Artificial Neural Networks as Models of Neural Information Processing |
| 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_short | Artificial Neural Networks as Models of Neural Information Processing |
| title_sort | artificial neural networks as models of neural information processing |
| topic | RC321-571 Q1-390 brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| topic_facet | RC321-571 Q1-390 brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| url | 29633 |
| work_keys_str_mv | AT marcelvangerven artificialneuralnetworksasmodelsofneuralinformationprocessing AT sanderbohte artificialneuralnetworksasmodelsofneuralinformationprocessing |