Search Results for author: Usama Bin Sikandar

Found 1 papers, 0 papers with code

Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data

no code implementations4 Oct 2023 Rabia Gondur, Usama Bin Sikandar, Evan Schaffer, Mikio Christian Aoi, Stephen L Keeley

We show that the multi-modal GP-VAE (MM-GPVAE) is able to not only identify the shared and independent latent structure across modalities accurately, but provides good reconstructions of both images and neural rates on held-out trials.

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