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Publications

2024

Ngetich, R., Villalba-García, C., Soborun, Y., Vékony, T., Czakó, A., Demetrovics, Z., & Németh, D. (2024). Learning and memory processes in behavioural addiction: A systematic review. Neuroscience & Biobehavioral Reviews, 163, 105747.

Akil, A. M., Cserjési, R., Nagy, T., Demetrovics, Z., Németh, D., & Logemann, H. A. (2024). The relationship between frontal alpha asymmetry and behavioral and brain activity indices of reactive inhibitory control. Journal of Neurophysiology.

Takacs, A., Toth‐Faber, E., Schubert, L., Tarnok, Z., Ghorbani, F., Trelenberg, M., … & Beste, C. (2024). Neural representations of statistical and rule‐based predictions in Gilles de la Tourette syndrome. Human Brain Mapping, 45(8), e26719.

Kóbor, A., Janacsek, K., Hermann, P., Zavecz, Z., Varga, V., Csépe, V., … & Nemeth, D. (2024). Finding pattern in the noise: Persistent implicit statistical knowledge impacts the processing of unpredictable stimuli. Journal of Cognitive Neuroscience, 1-26.

Tóth-Fáber, E., Janacsek, K., & Nemeth, D. (2024). How do alterations of the basal ganglia affect procedural memory in Tourette syndrome?. Current Opinion in Behavioral Sciences, 57, 101376.

Pedraza, F., Farkas, B. C., Vékony, T., Haesebaert, F., Phelipon, R., Mihalecz, I., Janacsek, K., Anders, R., Tillmann, B., Plancher, G., & Nemeth, D. (2024). Evidence for a competitive relationship between executive functions and statistical learning. npj Science of Learning.9(30)

Németh, D., Vékony, T., Orosz, G., Sarnyai, Z., & Zmigrod, L. (2024). The interplay between subcortical and prefrontal brain structures in shaping ideological belief formation and updating. Current Opinion in Behavioral Sciences, 57, 101385.

Takacs, A., Toth-Faber, E., Schubert, L., Tárnok, Z., Ghorbani, F., Trelenberg, M., ... & Beste, C. (2024). Resting network architecture of theta oscillations reflects hyper-learning of sensorimotor information in Gilles de la Tourette syndrome. Brain Communications, fcae092.

Diedrich, L., Kolhoff, H. I., Chakalov, I., Vékony, T., Németh, D., & Antal, A. (2024). Prefrontal theta—gamma transcranial alternating current stimulation improves non-declarative visuomotor learning in older adults. Scientific Reports, 14(1), 1-14.

Tosatto, L., Fagot, J., Nemeth, D., & Rey, A. (2024). Chunking as a function of sequence length. Animal Cognition.

Farkas, B.C., Krajcsi, A., Janacsek, K., Nemeth, D. (2024). The complexity of measuring reliability in learning tasks: An illustration using the Alternating Serial Reaction Time Task. Behavior Research Methods, 56, 301-317.

Farkas, K., Pesthy, O., Janacsek, K., & Nemeth, D. (2024). Interpersonal distance theory of autism and its implication for cognitive assessment, therapy, and daily life. Perspectives on Psychological Science, 19(1), 126-136.

2023

Németh, D., Gerbier, E., Born, J., Rickard, T., Diekelmann, S., Fogel, S., … & Janacsek, K. (2023). Optimizing the methodology of human sleep and memory research. Nature Reviews Psychology, 1-15.

Ngetich, R., Burleigh, T. L., Czakó, A., Vékony, T., Németh, D., & Demetrovics, Z. (2023). Working memory performance in disordered gambling and gaming: A systematic review. Comprehensive Psychiatry, 152408.

Brezóczki, B., Vékony, T., Pesthy, O., Tóth-Fáber, E., Csigó, K., Farkas, K., & Nemeth, D. (2023). Unraveling sequence learning in obsessive–compulsive disorder. Current Opinion in Behavioral Sciences, 54, 101326.

Berta, K., Pesthy, Z. V., Vékony, T., Farkas, B. C., Németh, D., & Kun, B. (2023). The neuropsychological profile of work addiction. Scientific Reports, 13(1), 20090.

Szücs-Bencze, L-, Vékony, T., Pesthy, O., Szabó, N., Kincses, TZ., Turi, Z., & Nemeth, D. (2023). Modulating Visuomotor Sequence Learning by Repetitive Transcranial Magnetic Stimulation: What Do We Know So Far? Journal of Intelligence, 11(10), 201.

Pesthy, O., Farkas, K., Sapey-Triomphe, LA., Guttengéber, A., Komoróczy, E., Janacsek, K., Réthelyi, J. M. & Nemeth, D. (2023). Intact predictive processing in autistic adults: evidence from statistical learning. Scientific Reports, 13, 11873.

Pedraza, F., Vékony, T., & Nemeth, D. (2023). Nomen est omen: Serial Reaction Time Task is not a motor but a visuomotor learning task. European Journal of Neuroscience. 1-5.

Békés, V., Roberts, K., & Nemeth, D. (2023). Competitive Neurocognitive Processes Following Bereavement. Brain Research Bulletin, 110663.

Farkas, K., Pesthy, O., Guttengéber, A., Weigl, S., Komoróczy, E., Szuromi, B., Janacsek, K., Réthely, M. J., & Németh, D. (2023). Altered interpersonal distance regulation in autism spectrum disorder. PloS ONE, 18(3), e0283761.

Vékony, T., Takács, Á., Pedraza, F., Haesebaert, F., Tillmann, B., Mihalecz, I., Phelipon, R., Beste, C., & Nemeth, D. (2023). Modality-specific and modality-independent neural representations work in concert in predictive processes during sequence learning. Cerebral Cortex, bhad079.

Szücs-Bencze, L., Fanuel, L., Szabó, N., Quentin, R., Nemeth, D., & Vékony, T. (2023). Manipulating the rapid consolidation periods in a learning task affects general skills more than statistical learning and changes the dynamics of learning. eNeuro, 10(2).

Tóth-Fáber, E., Nemeth, D., & Janacsek, K. (2023). Lifespan developmental invariance in memory consolidation: evidence from procedural memory. PNAS Nexus, pgad037.

2022

Éltető, N., Nemeth, D., Janacsek, K., Dayan, P. (2022) Tracking human skill learning with a hierarchical Bayesian sequence model. PLoS Computational Biology 18(11): e1009866.

Janacsek, K. and Nemeth, D. (2022). Procedural memory: The Role of Competitive Neurocognitive Networks Across Development. in Reber, A. S., & Allen, R. (2022). The Cognitive Unconscious: The First Half Century. Oxford University Press.

Vékony, T., Pleche, C., Pesthy, O., Janacsek, K., & Nemeth, D. (2022). Speed and accuracy instructions affect two aspects of skill learning differently. npj Science of Learning, 7, 27.

Kiss, M., Nemeth, D., Janacsek, K. (2022). Do temporal factors affect whether our performance accurately reflects our underlying knowledge? The effects of stimulus presentation rates on the performance vs. competence dissociation, Cortex

Zolnai, T., Dávid, D., Pesthy, O., Nemeth, M., Kiss, M., Nagy, M., & Nemeth, D. (2022). Measuring statistical learning by eye-tracking. Experimental Results, 3, E10.

Park, J., Janacsek, K., Nemeth, D., & Jeon, H-A. (2022). Reduced functional connectivity supports statistical learning of temporally distributed regularities: Abbreviated title: Functional connectivity in statistical learning, NeuroImage, 119459.

Török, B., Nagy, D. G., Kiss, M. M., Janacsek, K., Nemeth, D., & Orban, G. (2022). Individualised dynamic internal representations from response times. PLOS Computational Biology.

Horváth, K., Nemeth, D., & Janacsek, K. (2022). Inhibitory control hinders habit change. Scientific Reports, 12, 8338.

Tosatto, L., Fagot, J., Nemeth, D., & Rey, A. (2022). The Evolution of Chunks in Sequence Learning. Cognitive Science, 46(4), e13124.

Tóth, O., Pesthy, O., Farkas, K., Guttengéber, A., Komoróczy, E., Réthelyi, J. M., Szuromi, B., & Nemeth, D. (2022). Intact fluency in autism? A comprehensive approach of verbal fluency task including word imageability and concreteness. Autism Research, 15(4), 677-686.

Fanuel, L., Pleche, C., Vékony, T., Janacsek, K., Nemeth, D., & Quentin, R. (2022). How does the length of short rest periods affect implicit probabilistic learning? Neuroimage: Reports, 2(1), 100078.

2021

Farkas, B. Cs., Tóth-Fáber, E., Janacsek, K., & Nemeth, D. (2021). A Process-Oriented View of Procedural Memory Can Help Better Understand Tourette’s Syndrome. Frontiers in Human Neuroscience. 15, 683885.

Vékony, T., Ambrus, G. G., Janacsek, K., & Nemeth, D. (2021). Cautious or causal? Key implicit sequence learning paradigms should not be overlooked when assessing the role of DLPFC (Response to Prutean et al.) Cortex, 148, 222-226.

Tóth-Fáber, E., Tarnok, Z., Takács, Á., Janacsek, K., & Nemeth, D. (2021). Access to procedural memories after one year: evidence for robust memory consolidation in Tourette syndrome. Frontiers in Human Neuroscience, 458.

Takács, Á., Münchau, A., Nemeth, D., Roessner, V., & Beste, C. (2021). Lower-level associations in Gilles de la Tourette syndrome: convergence between hyperbinding of stimulus and response features and procedural hyperfunctioning theories. European Journal of Neuroscience, 54(3), 5143-5160.

Tóth-Fáber, E., Janacsek, K., Szőllősi, Á., Kéri, Sz., & Nemeth, D. (2021). Regularity detection under stress: Faster extraction of probability-based regularities. PloS ONE, 16(6), e0253123.

Tóth-Fáber, E., Janacsek, K. & Nemeth, D. (2021). Statistical and sequence learning lead to persistent memory in children after a one-year offline period. Scientific Reports, 11, 12418.

Marno, H., Danyi, R., Vékony, T., Janacsek, K., & Németh, D. (2021). Prompting teaching modulates children’s encoding of novel information by facilitating higher-level structure learning and hindering lower-level statistical learning. Cognition, 104784.

Quentin, R., Fanuel, L., Kiss, M., Vernet, M., Vékony, T., Janacsek, K., Cohen, L., Nemeth (2021) Statistical learning occurs during practice while high-order rule learning during rest period. NPJ Science of Learning. 6(14), 1-8.

Kóbor, A, Kardos, Z., Takács, Á., Éltető, N., Janacsek, K., Tóth-Fáber, E., Csépe, V., Nemeth, D. (2021). Adaptation to recent outcomes attenuates the lasting effect of initial experience on risky decisions. Scientific Reports, 11, 10132.

Takács, A., Kóbor, A., Kardos, Z., Janacsek, K., Horváth, K., Beste, C., Németh, D. (2021). Neurophysiological and functional neuroanatomical coding of statistical and deterministic rule information during sequence learning. Human Brain Mapping. (42), 3182– 3201..

Kóbor A., Kardos, Zs., Horváth, K., Janacsek, K., Takács, Á., Csépe, V., & Nemeth, D. (2021). Implicit anticipation of probabilistic regularities: Larger CNV emerges for unpredictable events. Neuropsychologia, 107826.

Tóth-Fáber, E., Tárnok, Z., Janacsek, K., Kóbor, A., Nagy, P., Farkas, B. C., Oláh, Sz., Merkl, D., Hegedűs, O., Nemeth, D., & Takács, Á. (2021). Dissociation between two aspects of procedural learning in Tourette syndrome: Enhanced statistical and impaired sequence learning. Child Neuropsychology, 27(6), 899-921.

2020

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Horváth, K., Török, C., Pesthy, O. Nemeth, D., & Janacsek, K. (2020). Divided attention does not affect the acquisition and consolidation of transitional probabilities. Scientific Reports, 10, 22450.

Vékony, T., Török, L., Pedraza, F., Schipper, K., Pleche, C., Tóth, L., Janacsek, K., & Nemeth, D. (2020) Retrieval of a well-established skill is resistant to distraction: Evidence from an implicit probabilistic sequence learning task. PLoS ONE 15(12): e0243541.

Schipper, K., Janacsek, K., & Nemeth, D. (2020). How do competitive neurocognitive processes contribute to artistic cognition?–The Andras-effect. Leonardo, 1-4.

Kobor, A., Horvath, K., Kardos, Z., Nemeth, D., & Janacsek, K. (2020). Perceiving structure in unstructured stimuli: Implicitly acquired prior knowledge impacts the processing of unpredictable transitional probabilities. Cognition, 205, 104413.

Vékony, T., Marossy, H., Must, A., Vécsei, L., Janacsek, K., & Nemeth, D. (2020). Speed or accuracy instructions during skill learning do not affect the acquired knowledge. Cerebral Cortex Communications, tgaa041.

Ambrus, G. G., Vékony, T., Janacsek, K., Trimborn, A. B., Kovács, G., & Nemeth, D. (2020). When less is more: enhanced statistical learning of non-adjacent dependencies after disruption of bilateral DLPFC. Journal of Memory and Language, 114, 104144.

Zavecz, Z., Horváth, K., Solymosi, P., Janacsek, K., & Nemeth, D. (2020). Frontal-midline theta frequency and probabilistic learning: A transcranial Alternating Current Stimulation study. Behavioural Brain Research, 112733.

Horváth, K., Kardos, Z., Takács, Á., Csépe, V., Nemeth, D., Janacsek, K., & Kóbor, A. (2020). Error Processing During the Online Retrieval of Probabilistic Sequence Knowledge. Journal of Psychophysiology. 35(2) 61-75.

Zavecz, Z., Nagy, T., Galkó, A., Nemeth, D., & Janacsek, K. (2020). The relationship between subjective sleep quality and cognitive performance in healthy young adults: Evidence from three empirical studies. Scientific Reports, 10(1), 1-12.

2019

Kóbor, A., Horváth, K., Kardos, Z., Takács, Á., Janacsek, K., Csépe, V., & Nemeth, D. (2019). Tracking the implicit acquisition of nonadjacent transitional probabilities by ERPs. Memory & Cognition, 47(8), 1546-1566.

Szegedi-Hallgató, E., Janacsek, K., & Nemeth, D. (2019). Different levels of statistical learning-Hidden potentials of sequence learning tasks. PloS ONE, 14(9), e0221966.

Juhasz, D., Nemeth, D., & Janacsek, K. (2019). Is there more room to improve? The lifespan trajectory of procedural learning and its relationship to the between-and within-group differences in average response times. PloS ONE, 14(7), e0215116.

Éltető, N., Janacsek, K., Kóbor, A., Takács, Á., Tóth-Fáber, E., & Nemeth, D. (2019). Do adolescents take more risks? Not when facing a novel uncertain situation. Cognitive Development, 50, 105-117.

Preprints

Preprints

Tóth-Fáber, E., Farkas, B. C., Harmath-Tánczos, T., Nemeth, D., & Janacsek, K. (2024). Longitudinal evidence for decreasing statistical learning abilities across childhood. PsyArXiv.

Simor, P., Vékony, T., Farkas, B. C., Szalárdy, O., Bogdány, T., Brezoczki, B., Csifcsák, G., & Németh, D. (2024). Mind wandering during implicit learning is associated with increased periodic EEG activity and improved extraction of hidden probabilistic patterns. bioRxiv.

Szekely, A., Török, B., Kiss, M., Janacsek, K., Nemeth, D., & Orbán, G. (2024). Identifying Transfer Learning in the Reshaping of Inductive Biases. PsyArXiv.

Szücs-Bencze, L., Vékony, T., Pesthy, O., Kocsis, K., Kincses, Z. T., Szabó, N., & Nemeth, D. (2024). Enhancing Retrieval Capacity of the Predictive Brain through Dorsolateral Prefrontal Cortex Intervention. bioRxiv.

Horvath, K., Nemeth, D., Janacsek, K., & Kóbor, A. (2023). Independent and interactive dynamics between statistical learning and inhibitory control. PsyArXiv.

Nagy, C. A., Hann, F., Brezóczki, B., Farkas, K., Vékony, T., Pesthy, O., & Nemeth, D. (2024, March 6). Intact ultrafast memory consolidation and learning dynamics in children and adults with autism and neurotypicals with autism traits. https://doi.org/10.31219/osf.io/jpd2k

Nemeth, D., Vékony, T., Orosz, G., Sarnyai, Z., and Zmigrod, L. (2023). The Interplay Between Subcortical and Prefrontal Brain Structures in Shaping Ideological Belief Formation and Updating. PsyArXiv.

Vékony, T., Farkas, B., Brezóczki, B., Mittner, M., Csifcsák, G., Simor, P., & Nemeth, D. (2023). Mind wandering enhances predictive processing. Research Square.

Pedraza, F., Farkas, B. C., Vékony, T., Haesebaert, T., Janacsek, K., Anders, R., Tillmann, B., Plancher, G., Nemeth, D. (2023). Evidence for a competitive relationship between executive functions and statistical learning. bioRxiv, 524710.

Tóth-Fáber, E., & Nemeth, D. (2022). How does hyperfunctioning of basal ganglia affect procedural learning and consolidation in Tourette syndrome? PsyArXiv.

Kóbor, A., Janacsek, K., Hermann, P., Zavecz, Z., Varga, V., Csépe, V., … & Nemeth, D. (2022). Predictability-dependent encoding of statistical regularities in the early visual cortex. PsyArXiv.

Zavecz, Zs., Janacsek, K., Simor, P., Cohen, M. X., & Nemeth, D. (2020). Similarity of brain activity patterns during learning and subsequent resting state predicts memory consolidation. bioRxiv, 283002.

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