Z Li, J Su, X Zhao - Optics Communications, 2020 - Elsevier
… We apply the Viterbi decoder to get the raw data by minimizing the hamming distance. Fig. 5 … Usually, we implement the deeplearning framework TensorFlow [29] to train the CNN …
… of Machine Learning, and Geometric DeepLearning in particular. Most closely related to ours are approaches based on designing steerable filters, which can learn representations that …
P Mishra, MU Amin, G Singh - 2023 International Conference …, 2023 - ieeexplore.ieee.org
… In this paper, we used a deeplearning approach with ܭ and ܭͳ spheredecoders to significantly improve performance in terms of BER, spectral efficiency, and computational complexity …
J Wang, L Bi, AG Feleke, W Fei - IEEE Transactions on Neural …, 2023 - ieeexplore.ieee.org
… -driven deeplearning models for decoding executed … /D oscillations in deeplearning to decode the unimanual and … our proposed deeplearning model for decoding executed unimanual …
… decoding is imperfect in the real-world NOMA system, we propose a novel scheme for the downlink of the MIMO-NOMA system based on deeplearning. … -complexity spheredecoding for …
… of decoders includes spheredecoding methods based on lattice points enumeration and radius adaptation. The complexity of spheredecoding … Detection based on spheredecoding is …
Y Shi, M Xu, S Yuan, Y Fang - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
… Deeplearning models have achieved great success in supervised shape descriptor learning … However, the unsupervised shape descriptor calculated via deeplearning is less studied …
R Alazrai, M Abuhijleh, MZ Ali, MI Daoud - Expert Systems with Applications, 2022 - Elsevier
… approach for decoding visually imagined … deeplearning (DL) framework to automatically extract features from the constructed joint TFS representation of the EEG signals and decode …
… In a concurrent work, a deeplearning lattice decoder is also proposed in [12]. In this paper, we aim to present a neural network decoding algorithm for lattices constructed based on …