Eike-Manuel Edelmann, M.Sc.
- Doktorand
- Gruppe:
Prof. Schmalen
- Raum: 212
Campus West 06.45 - edelmann ∂ kit edu
Geb.06.45, Hertzstr. 16, D-76187 Karlsruhe
Forschungsgebiete
- Untersuchung neuromorpher Hardware und Entwicklung entsprechender Algorithmen im Kontext der Nachrichtentechnik
- Ressourcenzuweisung im Mobilfunk mittels Deep Reinforcement Learning
Aktuelle Arbeiten
Abschlussarbeiten
Offene Abschlussarbeiten
Titel | Betreuer | Art |
---|---|---|
Ressourcenzuweisung mittels Spiking Neural Network-basierten Deep Reinforcement Learning Algorithmen | Eike-Manuel Edelmann | MA |
Laufende Abschlussarbeiten
Titel | Betreuer | Art |
---|---|---|
Derzeit gibt es keine laufenden Abschlussarbeiten. |
Gesamte Liste der Veröffentlichungen
Konferenzbeiträge
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A. von Bank, E. Edelmann and L. Schmalen, "Energy-efficient spiking neural network equalization for IM/DD systems with optimized neural encoding," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2024, https://arxiv.org/abs/2312.12909
[ Zitieren ] [ Code ] -
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
[ Zitieren ] [ Presentation ] [ Code ] -
E. M. Bansbach, A. von Bank and L. Schmalen, "Spiking neural network decision feedback equalization," Proc. Intl. Workshop on Smart Antennas and ITG Conf. on Systems, Communications, and Coding (WSA-SCC), Braunschweig, Germany, Feb. 2023, https://arxiv.org/abs/2211.04756
[ Zitieren ] [ 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
[ Zitieren ] [ 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
[ Zitieren ] [ Presentation ]