vEEGNet: Learning Latent Representations to Reconstruct EEG Raw Data via Variational Autoencoders
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-62753-8_7
Reference43 articles.
1. Altuwaijri, G.A., Muhammad, G.: A multibranch of convolutional neural network models for electroencephalogram-based motor imagery classification. Biosensors 12(1) (2022). https://doi.org/10.3390/bios12010022, https://www.mdpi.com/2079-6374/12/1/22
2. Andrzejak, R., Lehnertz, K., Mormann, F., Rieke, C., David, P., Elger, C.: Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state. Phys. Rev. E, Statistical, nonlinear, and soft matter physics 64, 061907 (2002). https://doi.org/10.1103/PhysRevE.64.061907
3. Aznan, N., Atapour Abarghouei, A., Bonner, S., Connolly, J., Al Moubayed, N., Breckon, T.: Simulating brain signals: creating synthetic EEG data via neural-based generative models for improved SSVEP classification, pp. 1–8 (2019). https://doi.org/10.1109/IJCNN.2019.8852227
4. Bethge, D., et al.: EEG2Vec: Learning affective EEG representations via variational autoencoders. In: 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3150–3157 (2022).https://doi.org/10.1109/SMC53654.2022.9945517
5. Blankertz, B., Dornhege, G., Krauledat, M., Müller, K.R., Curio, G.: The non-invasive berlin brain-computer interface: fast acquisition of effective performance in untrained subjects. NeuroImage 37, 539–550 (2007). https://doi.org/10.1016/j.neuroimage.2007.01.051
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