MPRG NeuroCode | Neural and Computational Basis of Learning, Memory and Decision Making – Publications

Journal Article

Hedrich, N. L., Schulz, E., Hall-McMaster, S., & Schuck, N. W. (2024). An inductive bias for slowly changing features in human reinforcement learning. PLoS Computational Biology. Advance online publication. https://doi.org/10.1371/journal.pcbi.1012568

MPG.PuRe

Journal Article

Koch, C., Zika, O., Bruckner, R., & Schuck, N. W. (2024). Influence of surprise on reinforcement learning in younger and older adults. PLoS Computational Biology, 20(8), Article e1012331. https://doi.org/10.1371/journal.pcbi.1012331

MPG.PuRe

Journal Article

Löwe, A. T., Touzo, L., Muhle-Karbe, P. S., Saxe, A. M., Summerfield, C., & Schuck, N. W. (2024). Abrupt and spontaneous strategy switches emerge in simple regularised neural networks. PLoS Computational Biology, 20(10), Article e1012505. https://doi.org/10.1371/journal.pcbi.1012505

MPG.PuRe

Journal Article

Nitsch, A., Garvert, M. M., Bellmund, J. L. S., Schuck, N. W., & Doeller, C. F. (2024). Grid-like entorhinal representation of an abstract value space during prospective decision making. Nature Communications, 15, Article 1198. https://doi.org/10.1038/s41467-024-45127-z

MPG.PuRe

Journal Article

O’Leary, J. D., Bruckner, R., Autore, L., & Ryan, T. J. (2024). Natural forgetting reversibly modulates engram expression. eLife, 13, Article RP92860. https://doi.org/10.7554/eLife.92860.3

MPG.PuRe

Journal Article

Simony, E., Grossman, S., & Malach, R. (2024). Brain-machine convergent evolution: Why finding parallels between brain and artificial systems is informative. Proceedings of the National Academy of Sciences of the United States of America, 121(41), Article e2319709121. https://doi.org/10.1073/pnas.2319709121

MPG.PuRe

Journal Article

Wu, X., Ren, X., Liu, C., & Zhang, H. (2024). The motive cocktail in altruistic behaviors. Nature Computational Science, 4, 659–676. https://doi.org/10.1038/s43588-024-00685-6

MPG.PuRe

Journal Article

Zheng, X. Y., Hebart, M. N., Grill, F., Dolan, R. J., Doeller, C. F., Cools, R., & Garvert, M. M. (2024). Parallel cognitive maps for multiple knowledge structures in the hippocampal formation. Cerebral Cortex, 34(2), Article bhad485. https://doi.org/10.1093/cercor/bhad485

MPG.PuRe

Journal Article

Zika, O., Appel, J., Klinge, C., Shkreli, L., Browning, M., Wiech, K., & Reinecke, A. (2024). Reduction of aversive learning rates in Pavlovian conditioning by angiotensin II antagonist losartan: A randomized controlled trial. Biological Psychiatry, 96(4), 247–255. https://doi.org/10.1016/j.biopsych.2024.01.020

MPG.PuRe

2023

Journal Article

Baeuchl, C., Glöckner, F., Koch, C., Petzold, J., Schuck, N. W., Smolka, M. N., & Li, S.-C. (2023). Dopamine differentially modulates medial temporal lobe activity and behavior during spatial navigation in young and older adults. NeuroImage, 273, Article 120099. https://doi.org/10.1016/j.neuroimage.2023.120099

MPG.PuRe

Journal Article

Garvert, M. M., Saanum, T., Schulz, E., Schuck, N. W., & Doeller, C. F. (2023). Hippocampal spatio-predictive cognitive maps adaptively guide reward generalization. Nature Neuroscience, 26, 615–626. https://doi.org/10.1038/s41593-023-01283-x

MPG.PuRe

Journal Article

Moneta, N., Garvert, M. M., Heekeren, H. R., & Schuck, N. W. (2023). Task state representations in vmPFC mediate relevant and irrelevant value signals and their behavioral influence. Nature Communications, 14, Article 3156. https://doi.org/10.1038/s41467-023-38709-w

MPG.PuRe

Journal Article

Morriss, J., Abend, R., Zika, O., Bradford, D. E., & Mertens, G. (2023). Neural and psychophysiological markers of intolerance of uncertainty. International Journal of Psychophysiology, 184, 94–99. https://doi.org/10.1016/j.ijpsycho.2023.01.003

MPG.PuRe

Journal Article

Muhle-Karbe, P. S., Sheahan, H., Pezzulo, G., Spiers, H. J., Chien, S., Schuck, N. W., & Summerfield, C. (2023). Goal-seeking compresses neural codes for space in the human hippocampus and orbitofrontal cortex. Neuron, 111(23), 3885–3899.e6. https://doi.org/10.1016/j.neuron.2023.08.021

MPG.PuRe

Journal Article

Petzka, M., Staresina, B. P., & Cairney, S. A. (2023). Better late than never: Sleep still supports memory consolidation after prolonged periods of wakefulness. Learning & Memory, 30(10), 245–249. https://doi.org/10.31234/osf.io/5dwzx

MPG.PuRe

Journal Article

Pupillo, F., & Bruckner, R. (2023). Signed and unsigned effects of prediction error on memory: Is it a matter of choice? Neuroscience & Biobehavioral Reviews, 153, Article 105371. https://doi.org/10.1016/j.neubiorev.2023.105371

MPG.PuRe

Journal Article

Pupillo, F., Ortiz-Tudela, J., Bruckner, R., & Shing, Y. L. (2023). The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions. npj Science of Learning, 8, Article 18. https://doi.org/10.1038/s41539-023-00166-x

MPG.PuRe

Journal Article

Schreiner, T., Petzka, M., Staudigl, T., & Staresina, B. P. (2023). Respiration modultates sleep-oscillations and memory reactivation in humans. Nature Communications, 14, Article 8351. https://doi.org/10.1038/s41467-023-43450-5

MPG.PuRe

Journal Article

Zika, O. (2023). The relationship between latent state inference and (intolerance of) uncertainty. Neuroscience & Biobehavioral Reviews, 152, Article 105321. https://doi.org/10.1016/j.neubiorev.2023.105321

MPG.PuRe

Journal Article

Zika, O., Wiech, K., Reinecke, A., Browning, M., & Schuck, N. W. (2023). Trait anxiety is associated with hidden state inference during aversive reversal learning. Nature Communications, 14, Article 4203. https://doi.org/10.1038/s41467-023-39825-3

MPG.PuRe

2022

Journal Article

Koch, C., Baeuchl, C., Glöckner, F., Riedel, P., Petzold, J., Smolka, M. N., Li, S.-C., & Schuck, N. W. (2022). L-DOPA enhances neural direction signals in younger and older adults. NeuroImage, 264, Article 119670. https://doi.org/10.1016/j.neuroimage.2022.119670

MPG.PuRe

Journal Article

Liu, Y., Nour, M. M., Schuck, N. W., Behrens, T. E. J., & Dolan, R. J. (2022). Decoding cognition from spontaneous neural activity. Nature Reviews Neuroscience, 23, 204–214. https://doi.org/10.1038/s41583-022-00570-z

MPG.PuRe

Journal Article

Petzka, M., Chatburn, A., Charest, I., Balanos, G. M., & Staresina, B. P. (2022). Sleep spindles track cortical learning patterns for memory consolidation. Current Biology, 32(11), 2349–2356. https://doi.org/10.1016/j.cub.2022.04.045

MPG.PuRe

Journal Article

Pike, A. C., Atherton, K. E., Bauer, Y., Crittenden, B. M., van Ede, F., Hall-McMaster, S., von Lautz, A. H., Muhle-Karbe, P. S., Murray, A. M., Myers, N. E., Printzlau, F., Salaris, I., Spaak, E., Tankelevitch, L., Trübutschek, D., Wasmuht, D., & Noonan, M. A. P. (2022). 10 simple rules for a supportive lab environment. Journal of Cognitive Neuroscience, 35(1), 44–48. https://doi.org/10.1162/jocn_a_01928

MPG.PuRe

Journal Article

Schuck, N. W., Li, A. X., Wenke, D., Ay-Bryson, D. S., Loewe, A. T., Gaschler, R., & Shing, Y. L. (2022). Spontaneous discovery of novel task solutions in children. PLoS ONE, 17(5), Article e0266253. https://doi.org/10.1371/journal.pone.0266253

MPG.PuRe

2021

Journal Article

Chan, S. C. Y., Schuck, N. W., Lopatina, N., Schoenbaum, G., & Niv, Y. (2021). Orbitofrontal cortex and learning predictions of state transitions. Behavioral Neuroscience, 135(4), 487–497. https://doi.org/10.1037/bne0000461

MPG.PuRe

post-print

Journal Article

Glöckner, F., Schuck, N. W., & Li, S. C. (2021). Differential prioritization of intramaze cue and boundary information during spatial navigation across the human lifespan. Scientific Reports, 11, Article 15257. https://doi.org/10.1038/s41598-021-94530-9

MPG.PuRe

Journal Article

Hall-McMaster, S., Dayan, P., & Schuck, N. W. (2021). Control over patch encounters changes foraging behavior. iScience, 24(9), Article 103005. https://doi.org/10.1016/j.isci.2021.103005

MPG.PuRe

Journal Article

Kumar, M., Anderson, M. J., Antony, J. W., Baldassano, C., Brooks, P. P., Cai, M. B., Chen, P.-H. C., Ellis, C. T., Henselman-Petrusek, G., Huberdeau, D., Hutchinson, J. B., Li, P. Y., Lu, Q., Manning, J. R., Mennen, A. C., Nastase, S. A., Richard, H., Schapiro, A. C., Schuck, N. W., Shvartsman, M., Sundaram, N., Suo, D., Turek, J. S., Vo, V. A., Wallace, G., Wang, Y., Zhang, H., Zhu, X., Capota, M., Cohen, J. D., Hasson, U., Li, K., Ramadge, P. J., Turk-Browne, N. B., Willke, T. L., & Norman, K. A. (2021). BrainIAK: The Brain Imaging Analysis Kit. Aperture Neuro, Article 42. https://doi.org/10.52294/31bb5b68-2184-411b-8c00-a1dacb61e1da

MPG.PuRe

Journal Article

Wittkuhn, L., Chien, S., Hall-McMaster, S., & Schuck, N. W. (2021). Replay in minds and machines. Neuroscience & Biobehavioral Reviews, 129, 367–388. https://doi.org/10.1016/j.neubiorev.2021.08.002

MPG.PuRe

post-print

Journal Article

Wittkuhn, L., & Schuck, N. W. (2021). Dynamics of fMRI patterns reflect sub-second activation sequences and reveal replay in human visual cortex. Nature Communications, 12, Article 1795. https://doi.org/10.1038/s41467-021-21970-2

MPG.PuRe

2020

Journal Article

Allegra, M., Seyed-Allaei, S., Schuck, N. W., Amati, D., Laio, A., & Reverberi, C. (2020). Brain network dynamics during spontaneous strategy shifts and incremental task optimization. NeuroImage, 217, Article 116854. https://doi.org/10.1016/j.neuroimage.2020.116854

MPG.PuRe

Journal Article

Gagne, C., Zika, O., Dayan, P., & Bishop, S. J. (2020). Impaired adaptation of learning to contingency volatility in internalizing psychopathology. eLife, 9, Article e61387. https://doi.org/10.7554/eLife.61387

MPG.PuRe

Journal Article

Hebart, M. N., & Schuck, N. W. (2020). Current topics in computational cognitive neuroscience: Editorial. Neuropsychologia, 147, Article 107621. https://doi.org/10.1016/j.neuropsychologia.2020.107621

MPG.PuRe

Journal Article

Koch, C., Li, S.-C., Polk, T. A., & Schuck, N. W. (2020). Effects of aging on encoding of walking direction in the human brain. Neuropsychologia, 141, Article 107379. https://doi.org/10.1016/j.neuropsychologia.2020.107379

MPG.PuRe

pre-print

Journal Article

Wu, C. M., Schulz, E., Garvert, M. M., Meder, B., & Schuck, N. W. (2020). Similarities and differences in spatial and non-spatial cognitive maps. PLoS Computational Biology, 16(9), Article e1008149. https://doi.org/10.1371/journal.pcbi.1008149

MPG.PuRe

2019

Journal Article

Cai, M. B., Schuck, N. W., Pillow, J. W., & Niv, Y. (2019). Representational structure or task structure? Bias in neural representational similarity analysis and a Bayesian method for reducing bias. PLoS Computational Biology, 15(5), Article e1006299. https://doi.org/10.1371/journal.pcbi.1006299

MPG.PuRe

Journal Article

Gaschler, R., Schuck, N. W., Reverberi, C., Frensch, P. A., & Wenke, D. (2019). Incidental covariation learning leading to strategy change. PLoS ONE, 14(1), Article e0210597. https://doi.org/10.1371/journal.pone.0210597

MPG.PuRe

Journal Article

Hilliard, D., Passow, S., Thurm, F., Schuck, N. W., Garthe, A., Kempermann, G., & Li, S.-C. (2019). Noisy galvanic vestibular stimulation modulates spatial memory in young healthy adults. Scientific Reports, 9, Article 9310. https://doi.org/10.1038/s41598-019-45757-0

MPG.PuRe

Journal Article

Schuck, N. W., & Niv, Y. (2019). Sequential replay of nonspatial task states in the human hippocampus. Science, 364(6447), Article eaaw5181. https://doi.org/10.1126/science.aaw5181

MPG.PuRe

Journal Article

Sharpe, M. J., Stalnaker, T., Schuck, N. W., Killcross, S., Schoenbaum, G., & Niv, Y. (2019). An integrated model of action selection: Distinct modes of cortical control of striatal decision making. Annual Review of Psychology, 70(1), 53–76. https://doi.org/10.1146/annurev-psych-010418-102824

MPG.PuRe

2018

Journal Article

Schuck, N. W., Petok, J. R., Meeter, M., Schjeide, B.-M. M., Schröder, J., Bertram, L., Gluck, M. A., & Li, S.-C. (2018). Aging and a genetic KIBRA polymorphism interactively affect feedback- and observation-based probabilistic classification learning. Neurobiology of Aging, 61, 36–43. https://doi.org/10.1016/j.neurobiolaging.2017.08.026

MPG.PuRe

2015

Journal Article

Schuck, N. W., Doeller, C. F., Polk, T. A., Lindenberger, U., & Li, S.-C. (2015). Human aging alters the neural computation and representation of space. NeuroImage, 117, 141–150. https://doi.org/10.1016/j.neuroimage.2015.05.031

MPG.PuRe

Journal Article

Schuck, N. W., Gaschler, R., Wenke, D., Heinzle, J., Frensch, P. A., Haynes, J.- D., & Reverberi, C. (2015). Medial prefrontal cortex predicts internally driven strategy shifts. Neuron, 86, 331–340. https://doi.org/10.1016/j.neuron.2015.03.015

MPG.PuRe

Book Chapter (1)

2019

Book Chapter

Schuck, N. W., Wilson, R., & Niv, Y. (2019). A state representation for reinforcement learning and decision-making in the orbitofrontal cortex. In R. Morris, A. Bornstein, & A. Shenhav (Eds.), Goal-directed decision making: Computations and neural circuits (pp. 259–278). Academic Press.

MPG.PuRe

Conference Paper (2)

2024

Conference Paper

Satti, M. H., Wille, K., Nassar, M. R., Cichy, R. M., Schuck, N. W., Dayan, P., & Bruckner, R. (in press). Absence of systematic effects of trait anxiety on learning under uncertainty. In Proceedings of the CCN 2024: 7th annual conference on Cognitive Computational Neuroscience.

MPG.PuRe

2018

Conference Paper

Wu, C. M., Schulz, E., Garvert, M. M., Meder, B., & Schuck, N. W. (2018). Connecting conceptual and spatial search via a model of generalization. In C. Kalish, M. Rau, J. Zhu, & T. T. Rogers (Eds.), COGSCI 2018: Changing / minds. 40th Annual Cognitive Science Society Meeting, Madison, Wisconsin, USA, July 25-28 (pp. 1183–1188). Cognitive Science Society.

MPG.PuRe

Thesis - PhD (2)

2023

Thesis - PhD

Koch, C. (2023). How aging shapes neural representations of continuous spaces [PhD Thesis, Freie Universität Berlin]. https://doi.org/10.17169/refubium-39372

(published online 2023: http://dx.doi.org/10.17169/refubium-39372).

MPG.PuRe

Full

2022

Thesis - PhD

Wittkuhn, J. L. (2022). Investigating neural replay of task representations in the human brain using fMRI [PhD Thesis, Freie Universität Berlin]. https://doi.org/10.17169/refubium-34672

MPG.PuRe