Philipp Schwartenbeck

4.4k citations

27 papers · 2.5k indexed · 2 hit papers · h-index 20

Cognitive Neuroscience top 1%
Experimental and Cognitive Psychology top 2%
Social Psychology top 2%
Artificial Intelligence top 5%
Psychiatry and Mental health top 5%

Co-authors: Karl Friston Thomas H. B. FitzGerald Raymond J. Dolan Giovanni Pezzulo Francesco Rigoli Michael Moutoussis Timothy E.J. Behrens John P. O’Doherty
Topics: Neural dynamics and brain function (12 papers)Decision-Making and Behavioral Economics (7 papers)Functional Brain Connectivity Studies (7 papers)
Cited by: Cognitive Neuroscience General Decision Sciences Experimental and Cognitive Psychology
Journals: Cell Proceedings of the National Academy of Sciences Neuron
Partner nations: United Kingdom Austria Germany

In The Last Decade

Philipp Schwartenbeck

26 papers receiving 2.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Active Inference: A Process Theory

2016 613 citations Karl Friston, Thomas H. B. FitzGerald et al. profile →
Active inference and learning

2016 344 citations Karl Friston, Thomas H. B. FitzGerald et al. Neuroscience & Biobehavioral Reviews profile →

Peers

Countries citing papers authored by Philipp Schwartenbeck

Since Specialization

Citations

This map shows the geographic impact of Philipp Schwartenbeck's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Philipp Schwartenbeck with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Philipp Schwartenbeck more than expected).

Fields of papers citing papers by Philipp Schwartenbeck

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Philipp Schwartenbeck. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Philipp Schwartenbeck. The network helps show where Philipp Schwartenbeck may publish in the future.

Co-authorship network of co-authors of Philipp Schwartenbeck

This figure shows the co-authorship network connecting the top 25 collaborators of Philipp Schwartenbeck. A scholar is included among the top collaborators of Philipp Schwartenbeck based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Philipp Schwartenbeck. Philipp Schwartenbeck is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	People with a tobacco use disorder exhibit misaligned Bayesian belief updating by falsely attributing non-drug cues as worse predictors of positive outcomes compared to drug cues 2024 ·Drug and Alcohol Dependence ·(unknown),Philipp Schwartenbeck,Robert Hester,Marta I. Garrido	0
2	Generative replay underlies compositional inference in the hippocampal-prefrontal circuit 2023 ·Cell ·Philipp Schwartenbeck,Alon Baram,Yunzhe Liu,Shirley Mark,Timothy Müller,Raymond J. Dolan,Matthew Botvinick,Zeb Kurth‐Nelson,Timothy E.J. Behrens	23
3	Replay and compositional computation 2023 ·Neuron ·Zeb Kurth‐Nelson,Timothy E.J. Behrens,Greg Wayne,Kevin J. Miller,(unknown),Raymond J. Dolan,Yunzhe Liu,Philipp Schwartenbeck	28
4	Evidence for entropy maximisation in human free choice behaviour 2022 ·Cognition ·(unknown),(unknown),(unknown),Philipp Schwartenbeck,Ross Cunnington,Giovanni Pezzulo	6
5	An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case 2020 ·Frontiers in Computational Neuroscience ·Ryan Smith,Philipp Schwartenbeck,Thomas Parr,Karl Friston	58
6	Imprecise action selection in substance use disorder: Evidence for active learning impairments when solving the explore-exploit dilemma 2020 ·Drug and Alcohol Dependence ·Ryan Smith,Philipp Schwartenbeck,Jennifer L. Stewart,Rayus Kuplicki,Hamed Ekhtiari,Martin P. Paulus	53
7	Computational mechanisms of curiosity and goal-directed exploration 2019 ·eLife ·Philipp Schwartenbeck,Johannes Passecker,Tobias U. Hauser,Thomas H. B. FitzGerald,Martin Kronbichler,Karl Friston	134
8	Older adults fail to form stable task representations during model-based reversal inference 2018 ·Neurobiology of Aging ·Dorothea Hämmerer,Philipp Schwartenbeck,Maria Gallagher,(unknown),Emrah Düzel,Raymond J. Dolan	14
9	S154. THE ROLE OF DOPAMINE IN PROCESSING THE MEANINGFUL INFORMATION OF OBSERVATIONS, AND IMPLICATIONS FOR THE ABERRANT SALIENCE HYPOTHESIS OF SCHIZOPHRENIA 2018 ·Schizophrenia Bulletin ·Matthew M. Nour,Tarik Dahoun,Philipp Schwartenbeck,Rick A. Adams,Thomas H. B. FitzGerald,Christopher Coello,Matthew B. Wall,Raymond J. Dolan,Oliver Howes	1
10	Active inference and learningbreakdown → 2016 ·Neuroscience & Biobehavioral Reviews ·Karl Friston,Thomas H. B. FitzGerald,Francesco Rigoli,Philipp Schwartenbeck,John P. O’Doherty,Giovanni Pezzulo	344
11	Computational Phenotyping in Psychiatry: A Worked Example 2016 ·eNeuro ·Philipp Schwartenbeck,Karl Friston	95
12	Impulsivity relates to striatal gray matter volumes in humans: evidence from a delay discounting paradigm 2015 ·Frontiers in Human Neuroscience ·(unknown),Belinda Pletzer,Philipp Schwartenbeck,Philipp Ludersdorfer,(unknown),Martin Kronbichler	61
13	Neural signals encoding shifts in beliefs 2015 ·NeuroImage ·Philipp Schwartenbeck,Thomas H. B. FitzGerald,Raymond J. Dolan	54
14	Evidence for surprise minimization over value maximization in choice behavior 2015 ·Scientific Reports ·Philipp Schwartenbeck,Thomas H. B. FitzGerald,Christoph Mathys,Raymond J. Dolan,Martin Kronbichler,Karl Friston	50
15	Reward-Related Activity in Ventral Striatum Is Action Contingent and Modulated by Behavioral Relevance 2014 ·Journal of Neuroscience ·Thomas H. B. FitzGerald,Philipp Schwartenbeck,Raymond J. Dolan	29
16	Optimal inference with suboptimal models: Addiction and active Bayesian inference 2014 ·Medical Hypotheses ·Philipp Schwartenbeck,Thomas H. B. FitzGerald,Christoph Mathys,Raymond J. Dolan,Friedrich Martin Wurst,Martin Kronbichler,Karl Friston	73
17	The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes 2014 ·Cerebral Cortex ·Philipp Schwartenbeck,Thomas H. B. FitzGerald,Christoph Mathys,Raymond J. Dolan,Karl Friston	155
18	Abnormalities of functional brain networks in pathological gambling: a graph-theoretical approach 2013 ·Frontiers in Human Neuroscience ·(unknown),Julia Crone,(unknown),Philipp Schwartenbeck,Mira Fauth‐Bühler,Tagrid Leménager,Karl Mann,Natasha Thon,Friedrich Martin Wurst,Martin Kronbichler	39
19	Exploration, novelty, surprise, and free energy minimization 2013 ·Frontiers in Psychology ·Philipp Schwartenbeck,Thomas H. B. FitzGerald,Raymond J. Dolan,Karl Friston	128
20	The anatomy of choice: active inference and agency 2013 ·Frontiers in Human Neuroscience ·Karl Friston,Philipp Schwartenbeck,Thomas H. B. FitzGerald,Michael Moutoussis,Timothy E.J. Behrens,Raymond J. Dolan	229

About Philipp Schwartenbeck

Philipp Schwartenbeck is a scholar working on General Decision Sciences, Cognitive Neuroscience and History and Philosophy of Science, having authored 27 papers that have together received 2.5k indexed citations. Recurring topics across this work include Neural dynamics and brain function (12 papers), Decision-Making and Behavioral Economics (7 papers) and Functional Brain Connectivity Studies (7 papers). The work is most often cited by research in Cognitive Neuroscience (1.9k citations), General Decision Sciences (98 citations) and Experimental and Cognitive Psychology (525 citations). Philipp Schwartenbeck has collaborated with scholars based in United Kingdom, Austria and Germany. Frequent co-authors include Karl Friston, Thomas H. B. FitzGerald, Raymond J. Dolan, Giovanni Pezzulo, Francesco Rigoli, Michael Moutoussis, Timothy E.J. Behrens, John P. O’Doherty, Martin Kronbichler and Christoph Mathys. Their work appears in journals such as Cell, Proceedings of the National Academy of Sciences and Neuron.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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