Search Results - "Schadler, Maximilian"

Spiking Neural Network Equalizer With Fast and Low Power Decoding for IM/DD Optical Communication by Li, Shuangxu, Bocherer, Georg, Calabro, Stefano, Schadler, Maximilian

“…Neuromorphic computing based on spiking neural networks (SNN) realized in CMOS mixed-signal circuits promises lower power consumption than conventional digital…”
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Soft-Demapping for Short Reach Optical Communication: A Comparison of Deep Neural Networks and Volterra Series by Schadler, Maximilian, Bocherer, Georg, Pachnicke, Stephan

“…In optical fiber communication, optical and electrical components introduce nonlinearities, which require effective compensation to attain highest data rates…”
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Testing of Hybrid Quantum-Classical K-Means for Nonlinear Noise Mitigation by Modi, Ark, Jasso, Alonso Viladomat, Ferrara, Roberto, Deppe, Christian, Notzel, Janis, Fung, Fred, Schadler, Maximilian

“…Nearest-neighbour clustering is a powerful set of heuristic algorithms that find natural application in the decoding of signals transmitted using the M…”
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Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering by Viladomat Jasso, Alonso, Modi, Ark, Ferrara, Roberto, Deppe, Christian, Nötzel, Janis, Fung, Fred, Schädler, Maximilian

“…Nearest-neighbour clustering is a simple yet powerful machine learning algorithm that finds natural application in the decoding of signals in classical…”
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Recurrent Neural Network Soft-Demapping for Nonlinear ISI in 800Gbit/s DWDM Coherent Optical Transmissions by Schadler, Maximilian, Bocherer, Georg, Pittala, Fabio, Calabro, Stefano, Stojanovic, Nebojsa, Bluemm, Christian, Kuschnerov, Maxim, Pachnicke, Stephan

“…High speed optical transmission systems suffer from intersymbol interference (ISI) and colored noise induced by nonlinear bandwidth limited optical and…”
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Convolutional Neural Network Based Blind Estimation of Generalized Mutual Information for Optical Communication by Ackermann, Johannes, Schadler, Maximilian, Bluemm, Christian

“…We propose blind GMI estimation from received constellation diagrams, based on a convolutional neural network. For coherent optical transmissions between…”
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Implementation of a Robust and Power-Efficient Nonlinear 64-QAM Demapper using In-Memory Computing by Eldebiky, Amro, Bocherer, Georg, Schadler, Maximilian, Calabro, Stefano, Li, Bing, Schlichtmann, Ulf

“…Analog in-memory computing reduces power consumption sacrificing computational accuracy. We implement multiplication-accumulation in resistive RAM accounting…”
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Nonlinear Component Equalization: A Comparison of Deep Neural Networks and Volterra Series by Schadler, Maximilian, Bocherer, Georg, Diedolo, Francesca, Calabro, Stefano

“…Coherent optical transmission systems suffer from distortions induced by nonlinear components. As a countermeasure, Volterra equalizers and deep neural…”
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Nonlinear Equalization for Optical Communications Based on Entropy-Regularized Mean Square Error by Diedolo, Francesca, Bocherer, Georg, Schadler, Maximilian, Calabro, Stefano

“…An entropy-regularized mean square error (MSE-X) cost function is proposed for nonlinear equalization of short-reach optical channels. For a coherent optical…”
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Experiments on Bipolar Transmission with Direct Detection by Wiegart, Thomas, Plabst, Daniel, Prinz, Tobias, Rahman, Talha, Schadler, Maximilian, Stojanovic, Nebojsa, Calabro, Stefano, Hanik, Norbert, Kramer, Gerhard

“…Achievable information rates of bipolar 4- and 8-ary constellations are experimentally compared to those of intensity modulation (IM) when using an oversampled…”
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Power-Efficient and Robust Nonlinear Demapper for 64QAM using In-Memory Computing by Eldebiky, Amro, Bocherer, Georg, Zhang, Grace Li, Li, Bing, Schadler, Maximilian, Calabro, Stefano, Schlichtmann, Ulf

“…In-memory computing can trade computational accuracy for power saving. We consider the implementation of a nonlinear demapper for coherent optical transceivers…”
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Nonlinear Equalization for Optical Communications Based on Entropy-Regularized Mean Square Error by Diedolo, Francesca, Böcherer, Georg, Schädler, Maximilian, Calabró, Stefano

“…An entropy-regularized mean square error (MSE-X) cost function is proposed for nonlinear equalization of short-reach optical channels. For a coherent optical…”
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Experiments on Bipolar Transmission with Direct Detection by Wiegart, Thomas, Plabst, Daniel, Prinz, Tobias, Rahman, Talha, Schädler, Maximilian, Stojanović, Nebojša, Calabrò, Stefano, Hanik, Norbert, Kramer, Gerhard

“…Achievable information rates of bipolar 4- and 8-ary constellations are experimentally compared to those of intensity modulation (IM) when using an oversampled…”
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