Portraitfoto von Leo Buron

Short CV

Leo Buron, M.Sc., is working as a research assistant and doctoral student at the Intelligent Embedded Systems Lab 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.

Informatik / AI

Address
Bismarckstr. 90 (BC)
47057 Duisburg
Room
BC 108

Functions

  • Wissenschaftliche/r Mitarbeiter/in, Intelligente Eingebettete Systeme

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.

    Journal articles

  • Buron, Leo; Erbslöh, Andreas; Seidl, Karsten; Schiele, Gregor; Seidl, Karsten; Ur-Rehman, Zia; Klaes, Christian
    Deep.Neural.Signal.Pre-Processor-Towards Development of AI-enhanced End-To-End BCIs
    In: Current Directions in Biomedical Engineering Vol. 9 (2023) Nr. 1, pp. 471 - 474
  • Book articles / Proceedings papers

  • Erbslöh, Andreas; Hain, Horst-Udo; Buron, Leo; Vegesna, Sahitya; Schiele, Gregor; Schmidt, Heidemarie
    Comparison of AI-enhanced Spike Sorting with Digital Autoencoders and Analog Memristors
    In: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen / Georg-August-Universität Göttingen (Eds.) 2024