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Conference Paper Subject-to-subject and session-to-session variability in behavioural strategy for the International Brain Lab task Findling, C., Dayan, P., Pouget, A. In 50th Annual Meeting of the Society for Neuroscience (Neuroscience 2021), 2021, 50th Annual Meeting of the Society for Neuroscience (Neuroscience 2021) () BibTeX
Article Synchronous spiking associated with prefrontal high γoscillations evokes a 5-Hz rhythmic modulation of spiking in locus coeruleus Totah, N., Logothetis, N., Eschenko, O. {Journal of Neurophysiology}, 125(4):1191-1201, The Society, Bethesda, MD, 2021 () DOI BibTeX
Miscellaneous Tailored ensembles of neural networks optimize sensitivity to stimulus statistics Zierenberg, J., Wilting, J., Priesemann, V., Levina, A. DPG-Frühjahrstagung 2021 BP-CPP-DY-SOE, :47, 2021 () BibTeX
Article The Anterior Cingulate Cortex Predicts Future States to Mediate Model-Based Action Selection Akam, T., Rodrigues-Vaz, I., Marcelo, I., Zhang, X., Pereira, M., Freire Oliveira, R., Dayan, P., Costa, R. {Neuron}, 109(1):149-163, Cell Press, Cambridge, Mass., 2021 () DOI BibTeX
Article The Subcortical Atlas of the Rhesus Macaque (SARM) for Neuroimaging Hartig, R., Glen, D., Jung, B., Logothetis, N., Paxinos, G., Garza-Villarreal, E., Messinger, A., Evrard, H. {NeuroImage}, 235:1-23, Academic Press, Orlando, FL, 2021 () DOI BibTeX
Article The Traveling Heads 2.0: Multicenter Reproducibility of Quantitative Imaging Methods at 7 Tesla Voelker, M., Kraff, O., Goerke, S., Laun, F., Hanspach, J., Pine, K., Ehses, P., Zaiss, M., Liebert, A., Straub, S., et al. {NeuroImage}, 232:1-14, Academic Press, Orlando, FL, 2021 () DOI BibTeX
Conference Paper The dynamical regime and its importance for evolvability, task performance and generalization Prosi, J., Khajehabdollahi, S., Giannakakis, E., Martius, G., Levina, A. In Artificial Life Conference Proceedings, 2021:1-9, MIT Press, Praha, Czech Republic, 2021 () DOI BibTeX
Miscellaneous The effects of nitroxide structure upon Overhauser dynamic nuclear polarization efficacy at ultralow-field Buckenmaier, K., Fehling, P., Dobrynin, S., Morozov, D., Borozdina, Y., Engelmann, J., Polienko, Y., Khoroshunova, Y., Scheffler, K., Angelovski, G., et al. 16th Annual Meeting of the European Society for Molecular Imaging (EMIM 2021), 2021 () BibTeX
Article The genetic architecture of the human thalamus and its overlap with ten common brain disorders Elvs\aashagen, T., Shadrin, A., Frei, O., van der Meer, D., Bahrami, S., Kumar, V., Smeland, O., Westlye, L., Andreassen, O., Kaufmann, T. {Nature Communications}, 12(1):1-9, Nature Publishing Group, London, 2021 () DOI BibTeX
Conference Paper The orbitofrontal cortex is necessary for forming outcome-specific representations during learning Add to Itinerary Costa, K., Scholz, R., Lloyd, K., Gardner, M., Dayan, P., Schoenbaum, G. In 50th Annual Meeting of the Society for Neuroscience (Neuroscience 2021), 2021, 50th Annual Meeting of the Society for Neuroscience (Neuroscience 2021) () BibTeX
Article The pleasure of multiple images Brielmann, A., Pelli, D. {Attention, Perception & Psychophysics}, 83(3):1179-1188, Psychonomic Society, 2021 () DOI BibTeX
Miscellaneous The vessel size specificity and sensitivity of rapid CPMG sequences in functional BOLD imaging Scheffler, K., Engelmann, J., Heule, R. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 2021 () BibTeX
Miscellaneous Time to explore: Adaptation of exploration under time pressure Wu, C., Schulz, E., Pleskac, T., Speekenbrink, M. 2021 () DOI BibTeX
Miscellaneous Towards a computational cognitive perspective of misinformation Schulz, L., Schulz, E., Bhui, R., Dayan, P. NeNa Conference 2021: Neurowissenschaftliche Nachwuchskonferenz (Conference of Junior Neuroscientists), :11, Tübingen, Germany, 2021, 22nd Conference of Junior Neuroscientists (NeNa 2021) () BibTeX
Ph.D. Thesis Towards a learning fingerprint: new methods and paradigms for complex motor skill learning in fMRI Lacosse, E. Eberhard-Karls-Universität Tübingen, Tübingen, Germany, 2021 () BibTeX
Miscellaneous Tracking the Unknown: Modeling Long-Term Implicit Skill Acquisition as Non-Parametric Bayesian Sequence Learning Elteto, N., Nemeth, D., Janacsek, K., Dayan, P. CogSci 2021 Virtual: Comparative Cognition, Cognitive Animals, :3307, 2021 () BibTeX
Article Ultrahigh-resolution quantitative spinal cord MRI at 9.4T Geldschläger, O., Bosch, D., Avdievich, N., Henning, A. {Magnetic Resonance in Medicine}, 85(2):1013-1027, Wiley-Liss, New York, 2021 () DOI BibTeX
Article Under threat weaker evidence is required to reach undesirable conclusions Globig, L., Witte, K., Feng, G., Sharot, T. {The Journal of Neuroscience}, 41(30):6502-6510, Society of Neuroscience, Washington, DC, 2021 () DOI BibTeX
Miscellaneous Universal parallel transmit pulses for a 2-dimensional local excitation target pattern at 9.4T Geldschläger, O., Bosch, D., Henning, A. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 2021 () BibTeX
Miscellaneous Unshielded Bent Folded-End Dipole 9.4 T Human Head Transceiver Array Decoupled Using Modified Passive Dipoles Avdievich, N., Solomakha, G., Ruhm, L., Henning, A., Scheffler, K. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 2021 () BibTeX
Article Unshielded bent folded-end dipole 9.4 T human head transceiver array decoupled using modified passive dipoles Avdievich, N., Solomakha, G., Ruhm, L., Henning, A., Scheffler, K. {Magnetic Resonance in Medicine}, 86(1):581-597, Wiley-Liss, New York, 2021 () DOI BibTeX
Article Using Primary Reinforcement to Enhance Translatability of a Human Affect and Decision-Making Judgment Bias Task Neville, V., Dayan, P., Gilchrist, I., Paul, E., Mendl, M. Journal of Cognitive Neuroscience, 33(12):2523-2535, MIT Press Journals, Cambridge, MA, 2021 () DOI BibTeX
Conference Paper Variable critical exponents induced by topology-dependent coalescence in a branching network Buendia, V., Zeraati, R., Engel, T., Levina, A. In Bernstein Conference 2021, 2021, Bernstein Conference 2021 () DOI BibTeX
Article Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks Fardet, T., Levina, A. Physical Review Research, 3, 2021 () DOI URL BibTeX
Article When will’s wont wants wanting Dayan, P. {Behavioral and Brain Sciences}, 44, Cambridge University Press., New York, 2021 () DOI BibTeX
Miscellaneous Whole-brain B1-corrected quantitative MT imaging in less than 5 minutes Afshari, R., Santini, F., Heule, R., Meyer, C., Pfeuffer, J., Bieri, O. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 2021 () BibTeX
Conference Paper Timescales of ongoing cortical activity and their relationship to the local connectivity and attentional state [Echelles temporelles de l’activité corticale spontanée et leur rélation avec la connectivité locale et l’état attentionnel] Levina, A. In NeuroFrance 2021, Strasbourg, France, 2021, NeuroFrance 2021 () BibTeX
Modern Magnetic Systems Thesis Voltage dependent interfacial magnetism in multilayer systems Nacke, R. Universität Stuttgart, Stuttgart, December 2020 () BibTeX
Modern Magnetic Systems Master Thesis Hydromagnonics: Manipulation of magnonic systems with hydrogen Sauter, R. Universität Stuttgart, Stuttgart, December 2020 () BibTeX
Dynamic Locomotion Article Virtual Point Control for Step-down Perturbations and Downhill Slopes in Bipedal Running Drama, Ö., Badri-Spröwitz, A. Frontiers in Bioengineering and Biotechnology, 8:586534, Frontiers Media, December 2020 (Published) DOI URL BibTeX
Intelligent Control Systems Ph.D. Thesis Learning and Control Strategies for Cyber-physical Systems: From Wireless Control over Deep Reinforcement Learning to Causal Identification Baumann, D. KTH Royal Institute of Technology, Stockholm, Sweden, December 2020 (Published) PDF URL BibTeX
Empirical Inference Conference Paper A Class of Algorithms for General Instrumental Variable Models Kilbertus, N., Kusner, M. J., Silva, R. Advances of Neural Information Processing Systems 33 (NeurIPS 2020), 33:20108-20119, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates Inc., 34th Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings Park, J., Muandet, K. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :21247-21259, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Probabilistic Learning Group Conference Paper Algorithmic recourse under imperfect causal knowledge: a probabilistic approach Karimi*, A., von Kügelgen*, J., Schölkopf, B., Valera, I. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :265-277, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020, *equal contribution (Published) arXiv URL BibTeX
Empirical Inference Conference Paper Barking up the right tree: an approach to search over molecule synthesis DAGs Bradshaw, J., Paige, B., Kusner, M., Segler, M., Hernández-Lobato, J. M. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :6852-6866, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Ph.D. Thesis Causal Feature Selection in Neuroscience Mastakouri, A. University of Tübingen, Germany, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Causal analysis of Covid-19 Spread in Germany Mastakouri, A., Schölkopf, B. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :3153-3163, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Haptic Intelligence Ph.D. Thesis Delivering Expressive and Personalized Fingertip Tactile Cues Young, E. M. University of Pennsylvania, Philadelphia, PA, December 2020, Department of Mechanical Engineering and Applied Mechanics () BibTeX
Empirical Inference Conference Paper Dual Instrumental Variable Regression Muandet, K., Mehrjou, A., Lee, S. K., Raj, A. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :2710-2721, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Autonomous Vision Conference Paper GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Schwarz, K., Liao, Y., Niemeyer, M., Geiger, A. In Advances in Neural Information Processing Systems 33, 25:20154-20166, (Editors: Larochelle , H. and Ranzato, M. and Hadsell , R. and Balcan , M. F. and Lin, H.), Curran Associates, Inc., Red Hook, NY, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), December 2020 (Published) pdf suppmat video Project Page URL BibTeX
Rationality Enhancement Article Improving Human Decision-Making using Metalevel-RL and Bayesian Inference Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. NeurIPS Workshop on Challenges for Real-World RL, December 2020, Accepted (Accepted) Improving Human Decision-Making using Metalevel-RL and Bayesian Inference BibTeX
Empirical Inference Conference Paper Learning Kernel Tests Without Data Splitting Kübler, J. M., Jitkrittum, W., Schölkopf, B., Muandet, K. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :6245-6255, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Modeling Shared responses in Neuroimaging Studies through MultiView ICA Richard, H., Gresele, L., Hyvärinen, A., Thirion, B., Gramfort, A., Ablin, P. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :19149-19162, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., Red Hook, NY, 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Object-Centric Learning with Slot Attention Locatello, F., Weissenborn, D., Unterthiner, T., Mahendran, A., Heigold, G., Uszkoreit, J., Dosovitskiy, A., Kipf, T. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :11525-11538, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Movement Generation and Control Article On the use of simulation in robotics: Opportunities challenges, and suggestions for moving forward Choi, H., Crump, C., Duriez, C., Elmquist, A., Hager, G., Han, D., Hearl, F., Hodgins, J., Jain, A., Leve, F., et al. PNAS, 118(1), December 2020 (Published) DOI BibTeX
Empirical Inference Conference Paper Probabilistic Linear Solvers for Machine Learning Wenger, J., Hennig, P. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :6731-6742, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Probabilistic Learning Group Conference Paper Relative gradient optimization of the Jacobian term in unsupervised deep learning Gresele, L., Fissore, G., Javaloy, A., Schölkopf, B., Hyvarinen, A. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :16567-16578, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining Tripp, A., Daxberger, E., Hernández-Lobato, J. M. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :11259-11272, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Self-Paced Deep Reinforcement Learning Klink, P., D’Eramo, C., Peters, J., Pajarinen, J. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :9216-9227, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX
Empirical Inference Conference Paper Stochastic Stein Discrepancies Gorham, J., Raj, A., Mackey, L. Advances in Neural Information Processing Systems 33 (NeurIPS 2020), :17931-17942, (Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin), Curran Associates, Inc., 34th Annual Conference on Neural Information Processing Systems, December 2020 (Published) URL BibTeX