Leo Buron, M. Sc.
Short CV
Leo Buron, M.Sc., has been working as a research assistant and doctoral student at the Department of Embedded Systems since May 2022. After completing his dual studies in electrical engineering at the University of Applied Sciences in Düsseldorf in cooperation with Siemens, he moved to the University of Duisburg-Essen for his master's degree. There, he studied Electrical Engineering and Information Technology with a focus on embedded systems and worked part-time at Siemens Energy. His master thesis was about the efficient design of LUTs on FPGAs for precomputed neural networks.
Research
He is currently employed for the MERCUR project Sp:Ai:ke. The main goal of this project is to optimise an existing spike sorting algorithm for FPGAs and to develop better alternatives in the future. He is particularly interested in time series analysis. The most important steps here are Feature Extraction and Clustering.
47057 Duisburg
Functions
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Wissenschaftliche/r Mitarbeiter/in, Eingebettete Systeme der Informatik
Current lectures
No current lectures.
Past lectures (max. 10)
The following publications are listed in the online university bibliography of the University of Duisburg-Essen. Further information may also be found on the person's personal web pages.
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Deep.Neural.Signal.Pre-Processor-Towards Development of AI-enhanced End-To-End BCIsIn: Current Directions in Biomedical Engineering Vol. 9 (2023) Nr. 1, pp. 471 - 474Online Full Text: dx.doi.org/ (Open Access)
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Comparison of AI-enhanced Spike Sorting with Digital Autoencoders and Analog MemristorsIn: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen 2024Online Full Text: dx.doi.org/ (Open Access)