Search Results for author: Amelia J. Solon

Found 2 papers, 2 papers with code

EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces

9 code implementations • 23 Nov 2016 • Vernon J. Lawhern, Amelia J. Solon, Nicholas R. Waytowich, Stephen M. Gordon, Chou P. Hung, Brent J. Lance

We introduce the use of depthwise and separable convolutions to construct an EEG-specific model which encapsulates well-known EEG feature extraction concepts for BCI.

EEG Speech Recognition

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Decoding P300 Variability using Convolutional Neural Networks

1 code implementation • Frontiers in Human Neuroscience 2019 • Amelia J. Solon, Vernon J. Lawhern, Jonathan Touryan, Jonathan R. McDaniel, Anthony J. Ries, Stephen M. Gordon

Deep convolutional neural networks (CNN) have previously been shown to be useful tools for signal decoding and analysis in a variety of complex domains, such as image processing and speech recognition.

EEG Eeg Decoding +2

1,064

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Code

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