Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Zahra Rahiminasab"'
Publikováno v:
ACM Transactions on Cyber-Physical Systems. 6:1-34
Deep Neural Networks are actively being used in the design of autonomous Cyber-Physical Systems (CPSs). The advantage of these models is their ability to handle high-dimensional state-space and learn compact surrogate representations of the operation
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da3bc0fb99221d9726514f77dff4e5f9
https://doi.org/10.1145/3491243
https://doi.org/10.1145/3491243
Publikováno v:
Proceedings of the Workshop on Design Automation for CPS and IoT.
Machine learning (ML) is actively finding its way into modern cyber-physical systems (CPS), many of which are safety-critical real-time systems. It is well known that ML outputs are not reliable when testing data are novel with regards to model train
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::879a46b674396dbc462a6ec855dc0a23
https://doi.org/10.1145/3445034.3460509
https://doi.org/10.1145/3445034.3460509
Publikováno v:
EMSOFT
Perception-based deep neural networks used in Cyber Physical Systems are known to fail when faced with inputs that are out-of-distribution (ODD). ODD detection is a complex problem as we need to first identify the shift in the test data from the trai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e114d679e844296f418ba89d544ec0c8
https://doi.org/10.1109/emsoft51651.2020.9244027
https://doi.org/10.1109/emsoft51651.2020.9244027
Publikováno v:
SP Workshops
Learning Enabled Components (LECs) are widely being used in a variety of perceptions based autonomy tasks like image segmentation, object detection, end-to-end driving, etc. These components are trained with large image datasets with multimodal facto
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::56312739b4147fe2e453b6d51bb9673b
https://doi.org/10.1109/spw50608.2020.00057
https://doi.org/10.1109/spw50608.2020.00057
Publikováno v:
ISORC
Medical cyber-physical systems in which multiple medical devices co-ordinate with each other and provide closed-loop control to the patient, have come into prominence in the recent past. One of the main challenges for such systems is guaranteeing the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4717a15718ad85717c1a07628cc5e7ea
https://doi.org/10.1109/isorc.2019.00047
https://doi.org/10.1109/isorc.2019.00047