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- W4220706104 abstract "In this study, we propose combining non-linear feature representations, namely Hurst Exponent, correlation dimension, and largest Lyapunov exponent, with TabNet, a novel attention-based neural network architecture, to perform EEG-based decoding of memory formation in single trials. Our results show that these combinations perform favourably when compared to current state-of-the-art approaches based on convolutional neural networks. Moreover, the interpretability of TabNet revealed that its feature selection for decision making is valid from a neurophysiological perspective, which is an advantage compared to other models." @default.
- W4220706104 created "2022-04-03" @default.
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- W4220706104 date "2022-02-21" @default.
- W4220706104 modified "2023-09-27" @default.
- W4220706104 title "Explainable machine learning for memory-related decoding via TabNet and non-linear features<sup>∗</sup>" @default.
- W4220706104 doi "https://doi.org/10.1109/bci53720.2022.9734816" @default.
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