The Embedded Learning and Sensing Systems (ELSS) group is a young team of researchers working on embedded and mobile machine learning, efficient deep learning, low-power sensing systems, information processing in IoT devices. State-of-the-art computational models that, for example, recognize a face, or detect events of interest are increasingly based on deep learning principles and algorithms. Unfortunately, deep models exert severe demands on local device resources and this limits their adoption within mobile and embedded platforms. Our group works on solving the challenges when running these models on highly resource-constrained devices. We care about energy consumption, environmental sustainability and data privacy, which is reflected in applications of our work and deployed prototypes of the developed systems.
Company Details
- Industry
- Research Services
- NAICS
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Scientific Research and Development ServicesResearch and Development in the Physical, Engineering, and Life SciencesResearch and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
- Keywords
- Deep Learning and TinyML.
- Competitors
- Low-power Embedded Networked Systems (LENS) Group - TU Graz, Institute of Structural Durability and Railway Technology | TU Graz, SPSC Lab @ TU Graz, Intelligent Systems @ SPSC, TUGraz, Institute of Electrical Power Systems TU Graz, IME - Institut für Maschinenelemente und Entwicklungsmethodik @ TU Graz, Institut Für Fertigungstechnik Der Tu Wien, TU Wien Dekanat d. Fakultät f. Maschinenbau, BiofluidsLab @TUWien, ASML.
Embedded Learning And Sensing Systems (Elss) Group Questions
Embedded Learning And Sensing Systems (Elss) Group's website is https://www.tugraz.at/arbeitsgruppen/iti-teams/elss/team-contact
Embedded Learning And Sensing Systems (Elss) Group's LinkedIn profile is https://www.linkedin.com/company/embedded-learning-and-sensing-systems-group
Embedded Learning And Sensing Systems (Elss) Group's industry is
Research Services
Embedded Learning And Sensing Systems (Elss) Group's top competitors are
Low-Power Embedded Networked Systems (Lens) Group - Tu Graz,
Institute Of Structural Durability And Railway Technology | Tu Graz,
Spsc Lab @ Tu Graz,
Intelligent Systems @ Spsc, Tugraz,
Institute Of Electrical Power Systems Tu Graz,
Ime - Institut Für Maschinenelemente Und Entwicklungsmethodik @ Tu Graz,
Institut Für Fertigungstechnik Der Tu Wien,
Tu Wien Dekanat D. Fakultät F. Maschinenbau,
Biofluidslab @tuwien,
Asml.
Embedded Learning And Sensing Systems (Elss) Group's categories are Research Services
