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Found 3 papers, 1 papers with code
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations
We prove that it is compatible with the implicit assumptions of linear factor models, and we provide a method to estimate the DS.
Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility
We demonstrate the effectiveness of these developments using synthetic data and electrophysiological recordings with an emphasis on how our learned representations can be used to design scientific experiments.
Cross-Spectral Factor Analysis
To facilitate understanding of network-level synchronization between brain regions, we introduce a novel model of multisite low-frequency neural recordings, such as local field potentials (LFPs) and electroencephalograms (EEGs).
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