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Law7mon
California Becomes 2nd State to Give Brain Waves Data Privacy Protections, With Mixed Reaction
On Monday, California Gov. Gavin Newsom signed into law SB 1223, amending the California Consumer Privacy Act (CCPA) to include neural data as personal sensitive ...
IEEE1y
A Deep Transfer Convolutional Neural Network Framework for EEG Signal Classification
However, most of the EEG signal data is unlabeled and it is quite difficult ... classification compared with traditional methods, including support vector machine (SVM), artificial neural network (ANN ...
Frontiers3y
Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks
The variational auto-encoder (VAE) architecture can learn the spatial distribution of the actual data through a latent vector, and is introduced ... and Amjad, M. (2020). EEG emotion signal of ...
Frontiers4y
Recognition of Consumer Preference by Analysis and Classification EEG Signals
Moreover, we compared deep learning with other traditional classifiers, such as k-nearest neighbor (KNN), support vector machine (SVM), and random ... i.e., the experiments with EEG data; section 5 ...
IEEE4y
EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network
data that reliably work for neonates. Methods: A deep multilayer perceptron (MLP) neural network is developed to classify sleep-wake states using multichannel bipolar EEG signals, which takes an input ...