Author

Gaspard Oliviers

University of OxfordORCID 0009-0004-6752-8296Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:rat· 1

Frequent Co-Authors

Rafał BogacziD· 2 shared Alexander MeulemansiD· 1 shared Andrew SharottiD· 1 shared Benoit DuchetiD· 1 shared Colin G. McNamaraiD· 1 shared Nima MirkhaniiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersNeuroscience

Rafał BogaczORCID

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2 papers

Recent·Most cited

Response of neuronal populations to phase-locked stimulation: model-based predictions and validation

Nima Mirkhani, Colin G. McNamara, Gaspard Oliviers, Andrew Sharott, Benoit Duchet, Rafał Bogacz

The paper validates a mathematical model's predictions about neuronal population responses to phase-locked stimulation using ECoG data from Parkinsonian rats.

Journal of Neuroscience · Mar 11, 2025Peer-reviewedNeuroscience

Learning probability distributions of sensory inputswith Monte Carlo Predictive Coding

Gaspard Oliviers, Rafał Bogacz, Alexander Meulemans

This paper introduces Monte Carlo predictive coding, a framework that unifies predictive coding and neural sampling to model sensory input distributions using local computation and plasticity.

PLoS Computational Biology · Oct 30, 2024Peer-reviewedNeuroscience