Current Theses

Theses

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Full List of Publications

Journal papers

1. A. von Bank, E.-M. Edelmann, S. Miao, J. Mandelbaum and L. Schmalen, "Spiking neural belief propagation decoder for short block length LDPC codes," IEEE Commun. Lett., vol. 29, no. 1, pp. 45-49, Jan. 2025, https://arxiv.org/abs/2410.11543
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Conference papers

1. L. Schmalen, V. Lauinger, J. Ney, N. Wehn, P. Matalla, S. Randel, A. von Bank and E. M. Edelmann, "Recent advances on machine learning-aided DSP for short-reach and long-haul optical communications," Proc. Opt. Fiber Commun. Conf. (OFC), San Francisco, CA, USA, Mar. 2025, invited presentation, https://arxiv.org/abs/2411.10101
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2. A. von Bank, E.-M. Edelmann, J. Mandelbaum and L. Schmalen, "Spiking neural belief propagation decoder for LDPC codes with small variable node degrees," Proc. Intl. ITG Conf. on Systems, Communications, and Coding (SCC), Karlsruhe, Germany, Mar. 2025, https://arxiv.org/abs/2412.15897
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3. E. Arnold, E.-M. Edelmann, A. von Bank, E. Müller, L. Schmalen and J. Schemmel, "Short-reach optical communications: a real-world task for neuromorphic hardware," Proc. Neuro Inspired Computational Elements Conference (NICE), Heidelberg, Germany, Mar. 2025, https://arxiv.org/abs/2412.03129
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4. 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
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5. 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
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6. 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
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