| EP4047553 - MOTION COMPENSATION AND REFINEMENT IN RECURRENT NEURAL NETWORKS [Right-click to bookmark this link] | Status | The application is deemed to be withdrawn Status updated on 17.10.2025 Database last updated on 18.03.2026 | |
| Former | Examination is in progress Status updated on 06.03.2025 | ||
| Former | Request for examination was made Status updated on 22.07.2022 | Most recent event Tooltip | 17.10.2025 | Application deemed to be withdrawn | published on 19.11.2025 [2025/47] | Applicant(s) | For all designated states Aptiv Technologies AG Spitalstrasse 5 8200 Schaffhausen / CH | [2024/39] |
| Former [2024/27] | For all designated states Aptiv Technologies AG Pestalozzistrasse 2 8200 Schaffhausen / CH | ||
| Former [2023/13] | For all designated states Aptiv Technologies Limited The Financial Services Centre Bishop's Court Hill St. Michael / BB | ||
| Former [2022/34] | For all designated states Aptiv Technologies Limited Erin Court Bishop's Court Hill 14004 St. Michael / BB | Inventor(s) | 01 /
Kossaczký, Igor 42117 Wuppertal / BB | 02 /
Labusch, Sven 50737 Köln / BB | 03 /
Meuter, Mirko 40699 Erkrath / BB | [2022/34] | Representative(s) | Bardehle Pagenberg Partnerschaft mbB Patentanwälte Rechtsanwälte Prinzregentenplatz 7 81675 München / DE | [N/P] |
| Former [2022/34] | Hoffmann Eitle Patent- und Rechtsanwälte PartmbB Arabellastraße 30 81925 München / DE | Application number, filing date | 21158127.7 | 19.02.2021 | [2022/34] | Filing language | EN | Procedural language | EN | Publication | Type: | A1 Application with search report | No.: | EP4047553 | Date: | 24.08.2022 | Language: | EN | [2022/34] | Search report(s) | (Supplementary) European search report - dispatched on: | EP | 06.08.2021 | Classification | IPC: | G06T7/20 | [2022/34] | CPC: |
G06T7/20 (EP);
G06N3/044 (EP,CN,US);
G06N3/0442 (EP);
G06N3/0464 (EP);
G06N3/084 (EP,CN);
G06N3/09 (EP);
G06V10/82 (US);
G06V20/58 (US);
G07C5/085 (US);
| Designated contracting states | AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR [2022/34] | Extension states | BA | Not yet paid | ME | Not yet paid | Validation states | KH | Not yet paid | MA | Not yet paid | MD | Not yet paid | TN | Not yet paid | Title | German: | BEWEGUNGSKOMPENSATION UND -VERFEINERUNG IN WIEDERKEHRENDEN NEURONALEN NETZEN | [2022/34] | English: | MOTION COMPENSATION AND REFINEMENT IN RECURRENT NEURAL NETWORKS | [2022/34] | French: | COMPENSATION ET DÉCOMPOSITION DE MOUVEMENT DANS DES RÉSEAUX NEURONAUX RÉCURRENTS | [2022/34] | Examination procedure | 19.02.2021 | Examination requested [2022/34] | 27.01.2023 | Amendment by applicant (claims and/or description) | 27.01.2023 | Date on which the examining division has become responsible | 05.03.2025 | Despatch of a communication from the examining division (Time limit: M04) | 08.07.2025 | Application deemed to be withdrawn, date of legal effect [2025/47] | 23.07.2025 | Despatch of communication that the application is deemed to be withdrawn, reason: reply to the communication from the examining division not received in time [2025/47] | Fees paid | Renewal fee | 09.02.2023 | Renewal fee patent year 03 | 16.02.2024 | Renewal fee patent year 04 | 25.02.2025 | Renewal fee patent year 05 |
| Opt-out from the exclusive Tooltip competence of the Unified Patent Court | See the Register of the Unified Patent Court for opt-out data | ||
| Responsibility for the accuracy, completeness or quality of the data displayed under the link provided lies entirely with the Unified Patent Court. | Documents cited: | Search | [XAI] MASHA ITKINA ET AL: "Dynamic Environment Prediction in Urban Scenes using Recurrent Representation Learning", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 28 April 2019 (2019-04-28), XP081268191 | [A] AREND HINTZE ET AL: "The structure of evolved representations across different substrates for artificial intelligence", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 5 April 2018 (2018-04-05), XP080867748 | Examination | NUSS DOMINIK ET AL: "A random finite set approach for dynamic occupancy grid maps with real-time application", THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, vol. 37, no. 8, 1 July 2018 (2018-07-01), pages 841 - 866, XP055921798, Retrieved from the Internet DOI: http://dx.doi.org/10.1177/0278364918775523 | GANG CHEN: "A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 8 October 2016 (2016-10-08), XP081351523 | by applicant | US7639171 | US9470777 | EP3454079 | HOCHREITER ET AL.: "Long short-term memory", NEURAL COMPUTATION, vol. 9, no. 8, 1997, pages 1735 - 1780, XP055232921, DOI: 10.1162/neco.1997.9.8.1735 DOI: http://dx.doi.org/10.1162/neco.1997.9.8.1735 | XINGJIAN ET AL.: "Convolutional LSTM network: A machine learning approach for precipitation nowcasting", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS,, 2015, pages 802 - 810 | JADERBERG ET AL.: "Spatial transformer networks", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, 2015, pages 2017 - 2025 | PATRAUCEAN ET AL.: "Spatiotemporal video autoencoder with differentiable memory", ARXIV PREPRINT ARXIV:1511.06309, 2015 | NILSSON ET AL.: "Semantic video segmentation by gated recurrent flow propagation", PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2018, pages 6819 - 6828, XP033473600, DOI: 10.1109/CVPR.2018.00713 DOI: http://dx.doi.org/10.1109/CVPR.2018.00713 |