Author

Sudhir Raman

University of Zurich

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· 4

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 2 Research Focus:benchmarking· 2 Research Focus:software / tool· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Eduardo A. AponteiD· 3 shared Jakob HeinzleiD· 3 shared Klaas Enno StephaniD· 3 shared Stefan FrässleiD· 3 shared Frederike H. PetzschneriD· 2 shared W.D. PennyiD· 2 shared Yu YaoiD· 2 shared Birte ToussaintiD· 1 shared

Activity by Year

2018-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 41 mutual co-author links

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3 shared papersNeuroscience

Eduardo A. AponteORCID

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4 papers

Recent·Most cited

Serotonin Reduces Belief Stickiness

Vasco A. Conceição, Frederike H. Petzschner, David M. Cole, Katharina V. Wellstein, Daniel Müller, Sudhir Raman, Tiago V. Maia

This study shows that serotonin reduces belief stickiness, improving state inference, and links this effect to the therapeutic benefits of SSRIs in obsessive-compulsive disorder.

Nature Mental Health · May 4, 2026Peer-reviewedNeuroscience

An Introduction to Thermodynamic Integration and Application to Dynamic Causal Models

Eduardo A. Aponte, Yu Yao, Sudhir Raman, Stefan Frässle, Jakob Heinzle, W.D. Penny, Klaas Enno Stephan

This paper introduces thermodynamic integration for Bayesian model selection and averaging in dynamic causal models, demonstrating its feasibility with efficient implementation and parallel processing.

Cognitive Neurodynamics · Jul 24, 2021Peer-reviewedNeuroscience

TAPAS: an open-source software package for Translational Neuromodeling and Computational Psychiatry

Stefan Frässle, Eduardo A. Aponte, Saskia Bollmann, Kay Henning Brodersen, Cao Tri, Olivia K. Harrison, Samuel J. Harrison, Jakob Heinzle, Sandra Iglesias, Lars Kasper, Ekaterina I. Lomakina, Christoph D. Mathys, Matthias Müller-Schrader, Inês Pereira, Frederike H. Petzschner, , Klaas Enno Stephan

TAPAS provides open-source tools for computational assays in psychiatry to support differential diagnosis and treatment prediction through end-to-end pipelines.

Frontiers in Psychiatry · Jun 2, 2021Peer-reviewedNeuroscience

Thermodynamic integration for dynamic causal models

Eduardo A. Aponte, Sudhir Raman, Stefan Frässle, Jakob Heinzle, W.D. Penny, Klaas Enno Stephan

This paper introduces thermodynamic integration for dynamic causal modeling, showing it provides more robust log evidence estimates than variational Bayes in complex models.

bioRxiv · Nov 22, 2018 · PreprintNeuroscience