Publikationen:
Abteilung für Computational Neuroscience
Zeitschriftenartikel (25)
1.
Zeitschriftenartikel
19 (12), e1011748 (2023)
Metric information in cognitive maps: Euclidean embedding of non-Euclidean environments. PLoS Computational Biology 2.
Zeitschriftenartikel
241, 105605 (2023)
The scaling of mental computation in a sorting task. Cognition 3.
Zeitschriftenartikel
81 (2), S. 117 - 118 (2023)
From Complexity to Precision-Charting Decision-Making Through Normative Modeling. JAMA Psychiatry 4.
Zeitschriftenartikel
131 (1), 18451 (2023)
Anxiety associated with perceived uncontrollable stress enhances expectations of environmental volatility and impairs reward learning. Scientific Reports 5.
Zeitschriftenartikel
19 (10), e1011569 (2023)
Reframing dopamine: A controlled controller at the limbic-motor interface. PLoS Computational Biology 6.
Zeitschriftenartikel
186 (22), S. 4885 - 4897 (2023)
Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell 7.
Zeitschriftenartikel
7, S. 608 - 624 (2023)
A (dis-)information Theory of Revealed and Unrevealed Preferences: Emerging Deception and Skepticism via Theory of Mind. Open mind: discoveries in cognitive science 8.
Zeitschriftenartikel
18 (6), e0287563 (2023)
Prosocial learning: Model-based or model-free? PLoS One 9.
Zeitschriftenartikel
42 (8), 113008 (2023)
Interactive cognitive maps support flexible behavior under threat. Cell Reports 10.
Zeitschriftenartikel
: Modular architecture facilitates noise-driven control of synchrony in neuronal networks. Science Advances 9 (34), eade1755 (2023)
11.
Zeitschriftenartikel
7, S. 392 - 411 (2023)
Metacognitive Information Theory. Open mind: discoveries in cognitive science 12.
Zeitschriftenartikel
24 (7), S. 453 - 454 (2023)
Reply to "Post-encounter freezing during approach-avoidance conflict: the role of the hippocampus". Nature Reviews Neuroscience 13.
Zeitschriftenartikel
49 (6), S. 774 - 785 (2023)
Your ears don't change what your eyes like: People can independently report the pleasure of music and images. Journal of Experimental Psychology: Human Perception and Performance 14.
Zeitschriftenartikel
55 (4), S. 2037 - 2079 (2023)
A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods 15.
Zeitschriftenartikel
: Priorities for research on neuromodulatory subcortical systems in Alzheimer's disease: Position paper from the NSS PIA of ISTAART. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 19 (5), S. 2182 - 2196 (2023)
16.
Zeitschriftenartikel
85 (4), S. 1355 - 1373 (2023)
The intrinsic variance of beauty judgment. Attention, Perception & Psychophysics 17.
Zeitschriftenartikel
13, 7680 (2023)
Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 18.
Zeitschriftenartikel
38 (4), S. 597 - 620 (2023)
Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 19.
Zeitschriftenartikel
130 (3), S. 604 - 639 (2023)
Metacognitive Computations for Information Search: Confidence in Control. Psychological Review 20.
Zeitschriftenartikel
27 (3), S. 317 - 332 (2023)
Formalising social representation to explain psychiatric symptoms. Trends in Cognitive Sciences 21.
Zeitschriftenartikel
: A modular architecture for organizing, processing and sharing neurophysiology data. Nature Methods 20 (3), S. 403 - 407 (2023)
22.
Zeitschriftenartikel
232, 105328 (2023)
Evidence for entropy maximisation in human free choice behaviour. Cognition 23.
Zeitschriftenartikel
111 (4), S. 454 - 469 (2023)
Replay and compositional computation. Neuron 24.
Zeitschriftenartikel
13 (1), 1127 (2023)
Simple deterministic and complex probabilistic regularities underlying risky choices are acquired in a changing decision context. Scientific Reports 25.
Zeitschriftenartikel
26 (1), S. 107 - 115 (2023)
The role of the lateral orbitofrontal cortex in creating cognitive maps. Nature Neuroscience Konferenzband (2)
26.
Konferenzband
Whole brain dynamics: Modeling and applications. Satellite Workshops of the Bernstein Conference 2023: Whole brain dynamics: Modeling and applications, Berlin, Germany, 26. September 2023. (2023)
27.
Konferenzband
Multi-modal understanding of brain and behavior. Satellite Workshops of the Bernstein Conference 2023: Multi-modal understanding of brain and behavior, Berlin, Germany, 26. September 2023. (2023)
Konferenzbeitrag (19)
28.
Konferenzbeitrag
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Consumers. In: NeurIPS 2023 workshop: Information-Theoretic Principles in Cognitive Systems: InfoCog@NeurIPS2023. NeurIPS 2023 workshop: Information-Theoretic Principles in Cognitive Systems: InfoCog@NeurIPS2023, New Orleans, LA, USA, 15. Dezember 2023. (2023)
29.
Konferenzbeitrag
Methods for cross-scale analysis of neural data. In: Satellite Workshops of the Bernstein Conference 2023: Multi-modal understanding of brain and behavior. Satellite Workshops of the Bernstein Conference 2023: Multi-modal understanding of brain and behavior, Berlin, Germany, 26. September 2023 - 27. September 2023. (2023)
30.
Konferenzbeitrag
Understanding Learning Trajectories With Infinite Hidden Markov Models. In: 2023 Conference on Cognitive Computational Neuroscience, P-2.97, S. 770 - 772. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
31.
Konferenzbeitrag
Meta-cognitive Efficiency in Learned Value-based Choice. In: 2023 Conference on Cognitive Computational Neuroscience, P-1A.9, S. 29 - 32. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
32.
Konferenzbeitrag
One bottleneck is not enough. In: 2023 Conference on Cognitive Computational Neuroscience, P-2B.44, S. 795 - 798. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
33.
Konferenzbeitrag
Learning and adapting cognitive maps for flexible decision-making. In: 2023 Conference on Cognitive Computational Neuroscience, P-3.35, S. 999 - 1001. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
34.
Konferenzbeitrag
Biases towards compositionally simpler hypotheses are robust and unaffected by learning. In: 2023 Conference on Cognitive Computational Neuroscience, P-2B.50, S. 817 - 820. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
35.
Konferenzbeitrag
A decision-theoretic model of perceptual multistability: perceptual switches as internal actions. In: 2023 Conference on Cognitive Computational Neuroscience, P-3.41, S. 1022 - 1024. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
36.
Konferenzbeitrag
Risking your Tail: Curiosity, Danger & Exploration. In: 2023 Conference on Cognitive Computational Neuroscience, P-3.67, S. 1113 - 1116. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
37.
Konferenzbeitrag
Meta-cognitive planning for learning representations. In: 2023 Conference on Cognitive Computational Neuroscience, P-2.1, S. 425 - 428. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
38.
Konferenzbeitrag
Selective memory for reward-relevant features is modulated by expertise during reward learning. In: 2023 Conference on Cognitive Computational Neuroscience, P-2.87, S. 733 - 736. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, 24. August 2023 - 27. August 2023. (2023)
39.
Konferenzbeitrag
Between prudence and paranoia: Theory of Mind gone right, and wrong. In: ICML 2023: First Workshop on Theory of Mind in Communicating Agents (ToM 2023). ICML 2023: First Workshop on Theory of Mind in Communicating Agents (ToM 2023), Honolulu, HI,USA, 28. Juli 2023. (2023)
40.
Konferenzbeitrag
45, S. 195 - 201 (2023)
Habits of Mind: Reusing Action Sequences for Efficient Planning. 45th Annual Meeting of the Cognitive Science Society (CogSci 2023): Workshop "Compositionality in minds, brains and machines:
a unifying goal that cuts across cognitive sciences", Sydney, Australia, 26. Juli 2023 - 29. Juli 2023. Proceedings of the Annual Meeting of the Cognitive Science Society 41.
Konferenzbeitrag
45, S. 2237 - 2244 (2023)
Choosers Adapt Value Coding to the Environment, But Do Not Attain Efficiency. 45th Annual Meeting of the Cognitive Science Society (CogSci 2023), Sydney, Australia, 26. Juli 2023 - 29. Juli 2023. Proceedings of the Annual Meeting of the Cognitive Science Society 42.
Konferenzbeitrag
45, S. 678 - 685 (2023)
Compositionality under time pressure. 45th Annual Meeting of the Cognitive Science Society (CogSci 2023), Sydney, Australia, 26. Juli 2023 - 29. Juli 2023. Proceedings of the Annual Meeting of the Cognitive Science Society 43.
Konferenzbeitrag
Inside the Grid, yet Outside the Box: Computational Investigations of Human Creativity using Pixel Patterns. In: C&C '23: Proceedings of the 15th Conference on Creativity and Cognition, S. 28 - 34. 15th Conference on Creativity and Cognition (C&C 2023), 19. Juni 2023 - 21. Juni 2023. Association for Computing Machinery, New York, NY, USA (2023)
44.
Konferenzbeitrag
Emergent deception and skepticism via theory of mind. In: ICML 2023: First Workshop on Theory of Mind in Communicating Agents (ToM 2023). ICML 2023: First Workshop on Theory of Mind in Communicating Agents (ToM 2023), Honolulu, HI,USA, 28. Juli 2023. (eingereicht)
45.
Konferenzbeitrag
Learning Structure from the Ground up: Hierarchical Representation Learning by Chunking. In: Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), S. 36706 - 36721 (Hg. Koyejo, S.; Mohamed, S.). Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, 28. November 2022 - 09. Dezember 2022. Curran, Red Hook, NY, USA (2023)
46.
Konferenzbeitrag
Locally adaptive cellular automata for goal-oriented self-organization. In: ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference, S. 410 - 419 (Hg. Iizuka, H.; Suzuki, K.; Uno, R.; Damiano, L.; Spychala, N. et al.). ALIFE 2023: Ghost in the Machine: The 2021 Conference on Artificial Life, Sapporo, Japan, 24. Juli 2023 - 28. Juli 2023. MIT Press (2023)
Meeting Abstract (10)
47.
Meeting Abstract
Slow progress of learning in rats haploinsufficient for a high-risk ASD gene. In 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), NANO01.09, S. 9 - 10. 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), Washington, DC, USA, 11. November 2023 - 15. November 2023. (2023)
48.
Meeting Abstract
Inefficient Divisive Normalization: Human Choosers Employ Divisive Normalization Even When They Should Not. In 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), NANO58.13, S. 544. 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), Washington, DC, USA, 11. November 2023 - 15. November 2023. (2023)
49.
Meeting Abstract
A decision-theoretic model of perceptual multistability: perceptual switches as internal actions. In 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), NANO58.08, S. 538 - 539. 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), Washington, DC, USA, 11. November 2023 - 15. November 2023. (2023)
50.
Meeting Abstract
Dissecting the Complexities of the Learning Curve With State-Based Models. In NeNa Conference 2023: Neurowissenschaftliche Nachwuchskonferenz (Conference of Junior Neuroscientists), T12, S. 25. 24th Conference of Junior Neuroscientists (NeNa 2023), Frankfurt a.M., Germany, 11. September 2023 - 13. September 2023. (2023)
51.
Meeting Abstract
Role of single-neuron and network-mediated timescales in recurrent neural networks solving long-memory tasks. In Bernstein Conference 2023, CT 4. Bernstein Conference 2023, Berlin, Germany, 26. September 2023 - 29. September 2023. (2023)
52.
Meeting Abstract
Violations of Visual Regularities Induce Pupil Dilation Responses. In Abstracts 66th TeaP, S. 57 (Hg. Fröber, K.; Abel, M.; Bäuml, K.-H.; Dreisbach, G.; Kliegl, O. et al.). 66th Conference of Experimental Psychologists: TeaP 2024: Tagung experimentell arbeitender Psycholog:innen, Regensburg, Germany, 17. März 2024 - 20. März 2024. Pabst Science, Lengerich, Germany (2023)
53.
Meeting Abstract
On mesoscopic, finite-size populations of stochastic coupled oscillators. In III Conference of the Italian Society of Statistical Physics (SIFS 2023). III Conference of the Italian Society of Statistical Physics (SIFS 2023), Parma, Italy, 21. Juni 2023 - 23. Juni 2023. (2023)
54.
Meeting Abstract
Relating Objective Complexity, Subjective Complexity and Beauty. In Abstracts of the 65th TeaP, S. 262 - 263 (Hg. Merz, S.; Frings, C.; Leuchtenberg, B.; Moeller, B.; Neumann, R. et al.). 65th Conference of Experimental Psychologists: TeaP 2023: Tagung experimentell arbeitender Psycholog:innen, Trier, Germany, 26. März 2023 - 29. März 2023. ZPID, Trier, Germany (2023)
55.
Meeting Abstract
Interactions Between Causal Attributions And Beliefs: Evidence From A Novel Computer Game Task. In 48. Jahrestagung Psychologie & Gehirn (PuG 2023), S31.2, S. 139. 48. Jahrestagung Psychologie & Gehirn (PuG 2023), Tübingen, Germany, 08. Juni 2023 - 10. Juni 2023. (2023)
56.
Meeting Abstract
The role of noradrenergic transmission for saliency signaling and perception. In CIN-NIPS-Asia Pacific Systems Neuroscience Symposium 2023. CIN-NIPS-Asia Pacific Systems Neuroscience Symposium 2023, Tübingen, Germany, 10. März 2023 - 11. März 2023. (2023)
Vortrag (5)
57.
Vortrag
Mindgames. Center for Brains Minds + Machines, Cambridge, MA, USA (2023)
58.
Vortrag
Risk in Sequential Decisions. 11th Bernoulli Lecture for the Behavioral Sciences: University of Basel, Basel, Switzerland (2023)
59.
Vortrag
Models of Action Selection: MDP. Computational Psychiatry Course Zurich 2023, Zürich, Switzerland (2023)
60.
Vortrag
Top-down and bottom-up neuromodulation of visual decoding. Systems Vision Science: Summer School & Symposium, Tübingen, Germany (2023)
61.
Vortrag
The role of noradrenergic transmission for saliency signaling and perception. 11th CIN-NIPS-Asia Pacific Systems Neuroscience Symposium 2023, Tübingen, Germany (2023)
Poster (32)
62.
Poster
Eye movements, pupil size and scene perception in real-world indoor and outdoor scenes. Christmas 2023 AVA Meeting, London, UK (2023)
63.
Poster
Algorithmic Choice Architecture for Boundedly Rational Consumers. 10th Annual Conference on Digital Experimentation (CODE@MIT 2023), Cambridge, MA, USA (2023)
64.
Poster
: Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open source tools. 52nd Annual Meeting of the Society for Neuroscience (Neuroscience 2023), Washington, DC, USA (2023)
65.
Poster
Comparing Neuromodulator Activity in a Visual Decision-Making Task. Champalimaud Research Neuro Symposium 2023, Lisboa, Portugal (2023)
66.
Poster
Realizing Dynamic Cognitive Tasks with Cloud-based Computation. 1st Annual Conference of the US Research Software Engineer Association (US-RSE 2023), Chicago, IL, USA (2023)
67.
Poster
Interactions between causal attributions and beliefs: evidence from a novel computer game task. Champalimaud Research Neuro Symposium 2023, Lisboa, Portugal (2023)
68.
Poster
How much evidence is required to detect spatiotemporal visual regularities? 24th Conference of Junior Neuroscientists (NeNa 2023), Frankfurt a.M., Germany (2023)
69.
Poster
Inferring dynamical states in complex recurrent networks. Bernstein Conference 2023, Berlin, Germany (2023)
70.
Poster
Inhomogeneous connectivity structures in E/I networks enable the processing of multiple chaotic time series. Bernstein Conference 2023, Berlin, Germany (2023)
71.
Poster
Modelling Pavlovian misbehaviour in a time interval discrimination task. 24th Conference of Junior Neuroscientists (NeNa 2023), Frankfurt a.M., Germany (2023)
72.
Poster
Signatures of criticality in efficient coding networks. Bernstein Conference 2023, Berlin, Germany (2023)
73.
Poster
A decision-theoretic model of perceptual multistability: perceptual switches as internal actions. Bernstein Conference 2023, Berlin, Germany (2023)
74.
Poster
Risking your Tail: Curiosity, Danger and Exploration. 24th Conference of Junior Neuroscientists (NeNa 2023), Frankfurt a.M., Germany (2023)
75.
Poster
Multifaceted confidence in exploratory choice. Bernstein Conference 2023, Berlin, Germany (2023)
76.
Poster
Network excitability determines collective bursting dynamics of neuronal networks in vitro. Bernstein Conference 2023, Berlin, Germany (2023)
77.
Poster
Mainly the actions: Functional knowledge has a primary role in understanding real-world scenes portrayed by either fine or coarse visual information. Twenty-Third Annual Meeting of the Vision Sciences Society (VSS 2023), St. Pete Beach, FL, USA (2023)
78.
Poster
A decision-theoretic approach to binocular rivalry. Systems Vision Science: Summer School & Symposium, Tübingen, Germany (2023)
79.
Poster
Does Pupil-Linked Arousal to Model Reset Require Attention? 65th Conference of Experimental Psychologists: TeaP 2023: Tagung experimentell arbeitender Psycholog:innen, Trier, Germany (2023)
80.
Poster
Measure of Meta-cognitive Sensitivity in Value-based Learning. 48. Jahrestagung Psychologie & Gehirn (PuG 2023), Tübingen, Germany (2023)
81.
Poster
Noradrenergic And Dopaminergic Modulation Of Control And Metacontrol. 48. Jahrestagung Psychologie & Gehirn (PuG 2023), Tübingen, Germany (2023)
82.
Poster
Highly sampled reinforcement learning revealsdistinct patterns in binge eating disorder and obesity. Computational Psychiatry Conference 2023, Dublin, Ireland (2023)
83.
Poster
Formalizing Pavlovian biases observed inaversive Go/NoGo paradigms for suicideprevention. Computational Psychiatry Conference 2023, Dublin, Ireland (2023)
84.
Poster
A decision-theoretic model of multistability: perceptual switches as internal actions. Computational Psychiatry Conference 2023, Dublin, Ireland (2023)
85.
Poster
Mechanisms of Mistrust: A Bayesian Account of Misinformation Learning. 48. Jahrestagung Psychologie & Gehirn (PuG 2023), Tübingen, Germany (2023)
86.
Poster
Latent subdimensions of anxiety and depression differentially influence exertion of effort in pursuit of reward versus avoidance of threat. Computational Psychiatry Conference 2023, Dublin, Ireland (2023)
87.
Poster
Exploring Optimal Risk-Sensitive Behavior in the Balloon Analogue Risk Task (BART). Computational Psychiatry Conference 2023, Dublin, Ireland (2023)
88.
Poster
: Sign- And Goal-Tracking in Human Alcohol Dependence. 78th Annual Scientific Meeting of the Society of Biological Psychiatry (SOBP 2023), San Diego, CA, USA (2023)
89.
Poster
Realizing Dynamic Cognitive Tasks with Cloud-based Computation. 30th Anniversary Meeting of the Cognitive Neuroscience Society (CNS 2023), San Francisco, CA, USA (2023)
90.
Poster
Variable syllable context depth in Bengalese finch songs: A Bayesian sequence model. Computational and Systems Neuroscience Meeting (COSYNE 2023), Montreal, Quebec, Canada (2023)
91.
Poster
Brain wide distribution of prior belief constrains neural models of probabilistic inference. Computational and Systems Neuroscience Meeting (COSYNE 2023), Montreal, Quebec, Canada (2023)
92.
Poster
Representation learning facilitates different levels of generalization. 10th MindBrainBody Symposium 2023 (MBB 2023), Berlin, Germany (2023)
93.
Poster
Affective expectations are modulated by the interplay between visceral signals and uncertainty of the sensory environment. 10th MindBrainBody Symposium 2023 (MBB 2023), Berlin, Germany (2023)
Preprint (11)
94.
Preprint
: Dissecting the Complexities of Learning With Infinite Hidden Markov Models. (eingereicht)
95.
Preprint
: Brain-wide representations of prior information in mouse decision-making. (eingereicht)
96.
Preprint
Beyond Theory of Mind: A formal framework for social inference and representation. (eingereicht)
97.
Preprint
Preserved auditory salience processing after chemogenetic inhibition of the locus coeruleus noradrenergic neurons in wild-type rats. (eingereicht)
98.
Preprint
Mechanisms of Mistrust: A Bayesian Account of Misinformation Learning. (eingereicht)
99.
Preprint
The effects of directed and free self-monitoring on goal-directed and habitual decision-making. (eingereicht)