An Information Theoretic Approach to Reveal the Formation of Shared Representations

Modality-invariant categorical representations, i.e., shared representation, is thought to play a key role in learning to categorize multi-modal information. We have investigated how a bimodal autoencoder can form a shared representation in an unsupervised manner with multi-modal data. We explored w...

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Detalles Bibliográficos
Autores principales: Eguchi, Akihiro, Horii, Takato, Nagai, Takayuki, Kanai, Ryota, Oizumi, Masafumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001587/
https://www.ncbi.nlm.nih.gov/pubmed/32082133
http://dx.doi.org/10.3389/fncom.2020.00001

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001587/
https://www.ncbi.nlm.nih.gov/pubmed/32082133
http://dx.doi.org/10.3389/fncom.2020.00001

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