Projecten per jaar
Organisatieprofiel
Introductie / missie
The Efficient Stream Processing lab focusses on addressing the key challenges in this design flow, i.e. developing adaptive programming languages for streaming applications, platform-aware compilers, and memory-centric architectures.
Over de organisatie
Efficient stream processing at the edge is critical for realizing a sustainable society. For example, intelligent camera systems monitor real time traffic with the objective to guide traffic flows thereby reducing traffic jams and pollution. Other systems in for example smart homes (building automation), health (vital signs monitoring), industry (predictive maintenance, quality control), agriculture (weather forecasting), leisure (crowd management) produce, often with regular intervals, large streams of data that need to be processed in real time. Sometimes processing in the cloud is feasible, but more often stringent timing and privacy constraints require processing of the data inside the edge devices. To deliver the required capabilities and the economic promise, research in novel design methods and architectures for efficient stream processing is critical.
Vingerafdruk
Netwerk
Profielen
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Ali Banagozar, MSc
- Electrical Engineering, Efficient Stream Processing Lab
- Electrical Engineering, Electronic Systems - Promovendus
Persoon: Prom. : Promovendus
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Sherif Eissa, MSc
- Electrical Engineering, Efficient Stream Processing Lab
- Electrical Engineering, Electronic Systems - Promovendus
Persoon: Prom. : Promovendus
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Unobtrusive Monitoring of Sleep Apnea (UMOSA)
Stuijk, S., Que, S., van der Hagen, D., Simões de Melo, D., de Mol-Regels, M., Pires Alves, R. & Jordans, R.
1/09/19 → 30/09/23
Project: Onderzoek direct
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TTW P16-25 (Project 1): Deep Learning as a Service (DLaaS)
Stuijk, S., Hosseinibijikola, S., van der Hagen, D., de Mol-Regels, M. & Karami, M.
1/01/19 → 31/12/23
Project: Onderzoek direct
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TTW P16-25 (project 7): Efficient Deep Learning Platforms (eDLP)
Stuijk, S., Eissa, S., van der Hagen, D. & de Mol-Regels, M.
1/09/18 → 31/12/23
Project: Onderzoek direct
Onderzoeksoutput
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A comparison of video-based methods for neonatal body motion detection
Peng, Z., van de Sande, D. M. J., Lorato, I., Long, X., Liang, J., Andriessen, P., Cottaar, E. J. E., Stuijk, S. & van Pul, C., jul. 2022, (Geaccepteerd/In druk) 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society . Institute of Electrical and Electronics EngineersOnderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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NeuroVP: A System-Level Virtual Platform for Integration of Neuromorphic Accelerators
Galicia, M., Banagozar, A., Sturm, K., Staudigl, F., Stuijk, S., Corporaal, H. & Leupers, R., 24 mrt. 2022, Proceedings 34th IEEE International System-on-Chip Conference (SOCC). Qu, G., Xiong, J., Zhao, D., Muthukumar, V., Reza, M. F. & Sridhar, R. (redactie). Institute of Electrical and Electronics Engineers, blz. 236-241 6 blz. 9739585Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
3 Citaten (Scopus)1 Downloads (Pure) -
Remote thermography for respiration rate monitoring: a study into the optimal experimental setup
Alves, R., van Meulen, F., van Gastel, M., Verkruysse, W., Overeem, S., Zinger, S. & Stuijk, S., 16 jun. 2022. 1 blz.Onderzoeksoutput: Bijdrage aan congres › Poster
Open AccessBestand
Knipsels
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Remote monitoring less burdensome for babies with apnea
Sander Stuijk, Gerard de Haan, Carola van Pul, Ilde Lorato & Peter Andriessen
24/11/21
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Remote method to monitor apnea gives premature babies an easier time
Gerard de Haan, Carola van Pul, Peter Andriessen, Sander Stuijk & Ilde Lorato
18/11/21 → 19/11/21
5 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Organizing the Fourth International Workshop of Computer Vision for Physiological Measurement on CVPR 2021
Wenjin Wang, Daniel McDuff & Sander Stuijk
25/06/21
1 Mediabijdrage
Pers / media: PR activiteiten
Scripties/Masterproeven
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Efficient Interconnect Design for a Data-centric Weather Prediction Accelerator
Auteur: Ravi, K., 22 okt. 2020Begeleider: Corporaal, H. (Afstudeerdocent 1), Singh, G. (Afstudeerdocent 2), Vadivel, K. (Afstudeerdocent 2) & Luijten, R. P. (Externe coach)
Scriptie/Masterproef: Master
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Gyro: an Event-Driven Digital Architecture for Spiking Deep Belief Networks
Auteur: Adriaans, G. L. A., 18 aug. 2020Begeleider: Stuijk, S. (Afstudeerdocent 1), Corradi, F. (Externe coach), Corporaal, H. (Afstudeerdocent 2) & Dubbelman, G. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand -
Measuring Non-Contact Respiration Rate of a Premature Infant with a Thermal Camera
Auteur: Klein Meuleman, E., 2019Begeleider: van Pul, C. (Afstudeerdocent 1) & Lorato, I. (Afstudeerdocent 2)
Scriptie/Masterproef: Bachelor
Bestand