Model-based deep learning:
This monograph provides a tutorial style presentation of model-based deep learning methodologies. These are families of algorithms that combine principled mathematical models with data-driven systems to benefit from the advantages of both approaches.
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston ; Delft
Now Publishers
2023
|
| Schriftenreihe: | Foundations and trends in signal processing
Vol. 17, no. 4 |
| Online-Zugang: | DE-91 |
| Zusammenfassung: | This monograph provides a tutorial style presentation of model-based deep learning methodologies. These are families of algorithms that combine principled mathematical models with data-driven systems to benefit from the advantages of both approaches. |
| Beschreibung: | 1 Online-Ressource (134 Seiten) |
| ISBN: | 9781638282655 |
Internformat
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| 520 | 3 | |a This monograph provides a tutorial style presentation of model-based deep learning methodologies. These are families of algorithms that combine principled mathematical models with data-driven systems to benefit from the advantages of both approaches. | |
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Datensatz im Suchindex
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| id | DE-604.BV049673090 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-10T11:03:51Z |
| institution | BVB |
| isbn | 9781638282655 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035016046 |
| oclc_num | 1492137675 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (134 Seiten) |
| psigel | ebook |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Now Publishers |
| record_format | marc |
| series | Foundations and trends in signal processing |
| series2 | Foundations and trends in signal processing |
| spelling | Shlezinger, Nir Verfasser aut Model-based deep learning Nir Shlezinger, Yonina C. Eldar Boston ; Delft Now Publishers 2023 1 Online-Ressource (134 Seiten) txt rdacontent c rdamedia cr rdacarrier Foundations and trends in signal processing Vol. 17, no. 4 This monograph provides a tutorial style presentation of model-based deep learning methodologies. These are families of algorithms that combine principled mathematical models with data-driven systems to benefit from the advantages of both approaches. Eldar, Yonina C. 1973- Verfasser (DE-588)1043849696 aut Erscheint auch als Druck-Ausgabe 978-1-63828-264-8 Foundations and trends in signal processing Vol. 17, no. 4 (DE-604)BV022222020 17,4 |
| spellingShingle | Shlezinger, Nir Eldar, Yonina C. 1973- Model-based deep learning Foundations and trends in signal processing |
| title | Model-based deep learning |
| title_auth | Model-based deep learning |
| title_exact_search | Model-based deep learning |
| title_full | Model-based deep learning Nir Shlezinger, Yonina C. Eldar |
| title_fullStr | Model-based deep learning Nir Shlezinger, Yonina C. Eldar |
| title_full_unstemmed | Model-based deep learning Nir Shlezinger, Yonina C. Eldar |
| title_short | Model-based deep learning |
| title_sort | model based deep learning |
| volume_link | (DE-604)BV022222020 |
| work_keys_str_mv | AT shlezingernir modelbaseddeeplearning AT eldaryoninac modelbaseddeeplearning |