Eike-Manuel Edelmann, M.Sc.
- Research and Education Associate
- group:
Prof. Schmalen
- room: 212
Campus West 06.45 - edelmann ∂does-not-exist.kit edu
Geb.06.45, Hertzstr. 16, D-76187 Karlsruhe
Research Topics
- Analysis of neuromorphic hardware and development of algorithms in context of communication engineering
- Resource allocation for mobile communication using deep reinforcement learning
Current Theses
Theses
Open Theses
Title | Supervisor | Type |
---|---|---|
Ressourcenzuweisung mittels Spiking Neural Network-basierten Deep Reinforcement Learning Algorithmen | Eike-Manuel Edelmann | MA |
Theses In Progress
Title | Supervisor | Type |
---|---|---|
There are currently no theses in progress. |
Full List of Publications
Conference papers
-
A. von Bank, E. Edelmann and L. Schmalen, "Spiking neural network decision feedback equalization for IM/DD systems," Proc. Advanced Photonic Congress: Signal Processing in Photonic Communications (SPPCom), Busan, South Korea, Jul. 2023, https://arxiv.org/abs/2304.14152
[ Cite ] [ Presentation ] -
E. M. Bansbach, A. von Bank and L. Schmalen, "Spiking neural network decision feedback equalization," Proc. Int. ITG Workshop on Smart Antennas and Conf. on Systems, Communications, and Coding (WSA-SCC), Braunschweig, Germany, Feb. 2023, https://arxiv.org/abs/2211.04756
[ Cite ] [ Presentation ] -
E. M. Bansbach, Y. Kiyak and L. Schmalen, "Deep reinforcement learning for uplink multi-carrier non-orthogonal multiple access resource allocation using buffer state information," Proc. European Wireless, Dresden, Germany, Sep. 2022, https://arxiv.org/abs/2208.14689
[ Cite ] [ Presentation ] -
E. M. Bansbach, V. Eliachevitch and L. Schmalen, "Deep reinforcement learning for wireless resource allocation using buffer state information," Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021, preprint available at https://arxiv.org/abs/2108.12198
[ Cite ] [ Presentation ]