Author

Luis Serrano-Fernandez

Universidad Autonoma de Madrid

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1 Research Focus:synaptic & neural circuits· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Nestor Parga· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

NeurosciencebioRxivPreprintNov 13, 2026

A Variational Principle for the Emergence of Neural Geometry Underlying Bayesian-Like Behavior

Luis Serrano-Fernandez, Nestor Parga

The paper proposes a variational principle linking stimulus statistics to neural geometry and demonstrates its prediction of Bayesian-like behavior in recurrent neural networks.

DOI 10.64898/2026.11.11.765947

variational autoencoderstatistical model

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