{ "access": { "embargo": { "active": false, "reason": null }, "files": "public", "record": "public", "status": "open" }, "created": "2025-10-20T15:16:55.159500+00:00", "custom_fields": { "code:programmingLanguage": [ { "id": "python", "title": { "en": "Python" } } ] }, "deletion_status": { "is_deleted": false, "status": "P" }, "files": { "count": 1, "enabled": true, "entries": { "resnets_ft.zip": { "access": { "hidden": false }, "checksum": "md5:22143d26394acd849f2838dcf2496111", "ext": "zip", "id": "c7efe9b2-4fb7-4ad8-9dcb-4fb37604e4c7", "key": "resnets_ft.zip", "links": { "content": "https://zenodo.org/api/records/17395886/files/resnets_ft.zip/content", "self": "https://zenodo.org/api/records/17395886/files/resnets_ft.zip" }, "metadata": {}, "mimetype": "application/zip", "size": 30955, "storage_class": "L" } }, "order": [], "total_bytes": 30955 }, "id": "17395886", "is_draft": false, "is_published": true, "links": { "access": "https://zenodo.org/api/records/17395886/access", "access_grants": "https://zenodo.org/api/records/17395886/access/grants", "access_links": "https://zenodo.org/api/records/17395886/access/links", "access_request": "https://zenodo.org/api/records/17395886/access/request", "access_users": "https://zenodo.org/api/records/17395886/access/users", "archive": "https://zenodo.org/api/records/17395886/files-archive", "archive_media": "https://zenodo.org/api/records/17395886/media-files-archive", "communities": "https://zenodo.org/api/records/17395886/communities", "communities-suggestions": "https://zenodo.org/api/records/17395886/communities-suggestions", "doi": "https://doi.org/10.5281/zenodo.17395886", "draft": "https://zenodo.org/api/records/17395886/draft", "file_modification": "https://zenodo.org/api/records/17395886/file-modification", "files": "https://zenodo.org/api/records/17395886/files", "latest": "https://zenodo.org/api/records/17395886/versions/latest", "latest_html": "https://zenodo.org/records/17395886/latest", "media_files": "https://zenodo.org/api/records/17395886/media-files", "parent": "https://zenodo.org/api/records/17395885", "parent_doi": "https://doi.org/10.5281/zenodo.17395885", "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.17395885", "parent_html": "https://zenodo.org/records/17395885", "preview_html": "https://zenodo.org/records/17395886?preview=1", "quota_increase": "https://zenodo.org/api/records/17395886/quota-increase", "request_deletion": "https://zenodo.org/api/records/17395886/request-deletion", "requests": "https://zenodo.org/api/records/17395886/requests", "reserve_doi": "https://zenodo.org/api/records/17395886/draft/pids/doi", "self": "https://zenodo.org/api/records/17395886", "self_doi": "https://doi.org/10.5281/zenodo.17395886", "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.17395886", "self_html": "https://zenodo.org/records/17395886", "self_iiif_manifest": "https://zenodo.org/api/iiif/record:17395886/manifest", "self_iiif_sequence": "https://zenodo.org/api/iiif/record:17395886/sequence/default", "versions": "https://zenodo.org/api/records/17395886/versions" }, "media_files": { "count": 0, "enabled": false, "entries": {}, "order": [], "total_bytes": 0 }, "metadata": { "creators": [ { "affiliations": [ { "id": "02nv7yv05", "identifiers": [ { "identifier": "02nv7yv05", "scheme": "ror" }, { "identifier": "grid.8385.6", "scheme": "grid" }, { "identifier": "0000 0001 2297 375X", "scheme": "isni" } ], "name": "Forschungszentrum J\u00fclich" } ], "person_or_org": { "family_name": "Fischer", "given_name": "Kirsten", "identifiers": [ { "identifier": "0000-0001-9973-9953", "scheme": "orcid" } ], "name": "Fischer, Kirsten", "type": "personal" }, "role": { "id": "contactperson", "title": { "de": "Kontaktperson", "en": "Contact person" } } }, { "affiliations": [ { "id": "02nv7yv05", "identifiers": [ { "identifier": "02nv7yv05", "scheme": "ror" }, { "identifier": "grid.8385.6", "scheme": "grid" }, { "identifier": "0000 0001 2297 375X", "scheme": "isni" } ], "name": "Forschungszentrum J\u00fclich" } ], "person_or_org": { "family_name": "Dahmen", "given_name": "David", "identifiers": [ { "identifier": "0000-0002-7664-916X", "scheme": "orcid" } ], "name": "Dahmen, David", "type": "personal" } }, { "person_or_org": { "family_name": "Helias", "given_name": "Moritz", "identifiers": [ { "identifier": "0000-0002-0404-8656", "scheme": "orcid" } ], "name": "Helias, Moritz", "type": "personal" } } ], "description": "

This repository contains the code accompanying the paper:

\n

Fischer, K., Dahmen, D., Helias, M. (2023). Field theory for optimal signal propagation in ResNets (arXiv:2305.07715).

\n

For any questions, please contact Kirsten Fischer (ki.fischer@fz-juelich.de).

", "languages": [ { "id": "eng", "title": { "en": "English" } } ], "publication_date": "2025-10-20", "publisher": "Zenodo", "related_identifiers": [ { "identifier": "10.48550/arXiv.2305.07715", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "resource_type": { "id": "publication", "title": { "de": "Publikation", "en": "Publication" } }, "scheme": "doi" } ], "resource_type": { "id": "software", "title": { "de": "Software", "en": "Software" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "Field theory" }, { "subject": "Residual networks" }, { "id": "mesh:D000069550", "scheme": "MeSH", "subject": "Machine Learning" } ], "title": "Field theory for optimal signal propagation in ResNets" }, "parent": { "access": { "owned_by": { "user": "1110845" }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": {}, "id": "17395885", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.17395885", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.17395886", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:17395886", "provider": "oai" } }, "revision_id": 4, "stats": { "all_versions": { "data_volume": 247640.0, "downloads": 8, "unique_downloads": 8, "unique_views": 59, "views": 62 }, "this_version": { "data_volume": 247640.0, "downloads": 8, "unique_downloads": 8, "unique_views": 59, "views": 62 } }, "status": "published", "swh": { "swhid": "swh:1:dir:72ac4c3334641487feb32c65cb3257cd201745bd;origin=https://doi.org/10.5281/zenodo.17395885;visit=swh:1:snp:5baf6c75eceb311d92db7b4c1790d09a7da51618;anchor=swh:1:rel:10fd1650ffeecec268a0c507b4fd9111f8c28251;path=/" }, "updated": "2025-10-20T15:16:56.687138+00:00", "versions": { "index": 1, "is_latest": true } }