文献资料

DDM 及相关模型的文献资料汇总,共收录 62 篇文献。

全部 DDM 基础 HDDM 方法论 综述
2000

Smith, P. L. (2000). Stochastic Dynamic Models of

Smith

Journal Article

Smith, P. L. (2000). Stochastic Dynamic Models of Response Time and Accuracy: A Foundational Primer. Journal of Mathematical Psychology, 44(3), 408–463. https://doi.org/10.1006/jmps.1999.1260

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2004

Ratcliff, R., & Smith, P. L. (2004). A Comparison

Ratcliff

Journal Article

Ratcliff, R., & Smith, P. L. (2004). A Comparison of Sequential Sampling Models for Two-Choice Reaction Time. Psychological Review, 111(2), 333–367. https://doi.org/10.1037/0033-295X.111.2.333

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2008

Ratcliff, R., & McKoon, G. (2008). The diffusion d

Ratcliff

Journal Article

Ratcliff, R., & McKoon, G. (2008). The diffusion decision model: theory and data for two-choice decision tasks. Neural computation, 20(4), 873-922. https://doi.org/10.1162/neco.2008.12-06-420

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2009

Navarro, D. J., & Fuss, I. G. (2009). Fast and acc

Navarro

Journal Article

Navarro, D. J., & Fuss, I. G. (2009). Fast and accurate calculations for first-passage times in Wiener diffusion models. Journal of Mathematical Psychology, 53(4), 222–230. https://doi.org/10.1016/j.jmp.2009.02.003

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2010

Krajbich, I., Armel, C., & Rangel, A. (2010). Visu

Krajbich

Journal Article

Krajbich, I., Armel, C., & Rangel, A. (2010). Visual fixations and the computation and comparison of value in simple choice. Nature Neuroscience, 13(10), 1292–1298. https://doi.org/10.1038/nn.2635

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2011

Krajbich, I., & Rangel, A. (2011). Multialternativ

Krajbich

Journal Article

Krajbich, I., & Rangel, A. (2011). Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions. Proceedings of the National Academy of Sciences of the United...

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2013

Voss, A., Nagler, M., & Lerche, V. (2013). Diffusi

Voss

Journal Article

Voss, A., Nagler, M., & Lerche, V. (2013). Diffusion Models in Experimental Psychology: A Practical Introduction. Experimental Psychology, 60(6), 385–402. https://doi.org/10.1027/1618-3169/a000218

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2013

Wiecki, T. V., Sofer, I., & Frank, M. J. (2013). H

Wiecki

Journal Article

Wiecki, T. V., Sofer, I., & Frank, M. J. (2013). HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python. Frontiers in Neuroinformatics, 7(JULY 2013), 1–10. https://doi.org/10.3389/fninf.2013.00014

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2017

Lerche, V., Voss, A., & Nagler, M. (2017). How man

Lerche

Journal Article

Lerche, V., Voss, A., & Nagler, M. (2017). How many trials are required for parameter estimation in diffusion modeling? A comparison of different optimization criteria. Behavior Research Methods, 49(2), 513–537....

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2018

Pleskac, T. J., Joseph, C., & David J, J. (2018).

Pleskac

Journal Article

Pleskac, T. J., Joseph, C., & David J, J. (2018). How race affects evidence accumulation during the decision to shoot. Psychonomic Bulletin & Review, 30. https://doi.org/10.3758/s13423-017-1369-6

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2019

Krajbich, I. (2019). Accounting for attention in s

Krajbich

Journal Article

Krajbich, I. (2019). Accounting for attention in sequential sampling models of decision making. Current Opinion in Psychology, 29, 6–11. https://doi.org/10.1016/j.copsyc.2018.10.008

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2019

Roberts, I. D., & Hutcherson, C. A. (2019). Affect

Roberts

Journal Article

Roberts, I. D., & Hutcherson, C. A. (2019). Affect and decision making: Insights and predictions from computational models. Trends in cognitive sciences, 23(7), 602-614.

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2020

Alan N, T., Timothy J, P., & Ralf H. J. M, K. (202

Alan N

Journal Article

Alan N, T., Timothy J, P., & Ralf H. J. M, K. (2020). Wise or mad crowds? The cognitive mechanisms underlying information cascades. Science Advances, 6(29), 1–11. https://doi.org/10.1126/sciadv.abb0266 Tump, Pleskac,...

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2020

Evans, N. J., Hawkins, G. E., & Brown, S. D. (2020

Evans

Journal Article

Evans, N. J., Hawkins, G. E., & Brown, S. D. (2020). The Role of Passing Time in Decision-Making. Journal of Experimental Psychology: Learning, Memory, and Cognition, 46(2), 316–326. https://doi.org/10.1037/xlm0000725

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2020

Konovalov, A., & Krajbich, I. (2020). Mouse tracki

Konovalov

Journal Article

Konovalov, A., & Krajbich, I. (2020). Mouse tracking reveals structure knowledge in the absence of model-based choice. Nature Communications, 11(1), 1–9. https://doi.org/10.1038/s41467-020-15696-w

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2020

Pedersen, M. L., & Frank, M. J. (2020). Simultaneo

Pedersen

Journal Article

Pedersen, M. L., & Frank, M. J. (2020). Simultaneous Hierarchical Bayesian Parameter Estimation for Reinforcement Learning and Drift Diffusion Models: A Tutorial and Links to Neural Data. Computational Brain &...

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2020

Zhao, W. J., Walasek, L., & Bhatia, S. (2020). Psy

Zhao

Journal Article

Zhao, W. J., Walasek, L., & Bhatia, S. (2020). Psychological mechanisms of loss aversion: A drift-diffusion decomposition. Cognitive Psychology, 123, 101331. https://doi.org/10.1016/j.cogpsych.2020.101331

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2021

Mormann, M., & Russo, J. E. (2021). Does Attention

Mormann

Journal Article

Mormann, M., & Russo, J. E. (2021). Does Attention Increase the Value of Choice Alternatives? Trends in Cognitive Sciences, 25(4), 305–315. https://doi.org/10/gjhp7w

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2021

O’Connell, R. G., & Kelly, S. P. (2021). Neurophys

O’Connell

Journal Article

O’Connell, R. G., & Kelly, S. P. (2021). Neurophysiology of Human Perceptual Decision-Making. Annual Review of Neuroscience, 44(1), 495–516. https://doi.org/10.1146/annurev-neuro-092019-100200

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2022

Boelts, Lueckman, Gao & Macke. (2022). "Flexible a"

Boelts

Journal Article

Boelts, Lueckman, Gao & Macke. (2022). “Flexible and efficient simulation-based inference for models of decision-making.” Elife 11: e77220. Flexible and efficient simulation-based inference for models of decision-making Flexible and efficient...

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2022

Cendri A Hutcherson, Anita Tusche (2022) Evidence

Cendri A Hutcherson

Journal Article

Cendri A Hutcherson, Anita Tusche (2022) Evidence accumulation, not ‘self-control’, explains dorsolateral prefrontal activation during normative choice eLife 11:e65661 https://doi.org/10.7554/eLife.65661

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2022

Glickman, M., et al. (2022). "Evidence integration"

Glickman

Journal Article

Glickman, M., et al. (2022). “Evidence integration and decision confidence are modulated by stimulus consistency.” Nature Human Behaviour.

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2022

Hutcherson, C. A., & Tusche, A. (2022). Evidence a

Hutcherson

Journal Article

Hutcherson, C. A., & Tusche, A. (2022). Evidence accumulation, not ‘self-control’, explains dorsolateral prefrontal activation during normative choice. ELife, 11, e65661. https://doi.org/10.7554/eLife.65661

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2022

Kaanders, P., et al. (2022). "Humans actively samp"

Kaanders

Journal Article

Kaanders, P., et al. (2022). “Humans actively sample evidence to support prior beliefs.” Elife 11.

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2022

Lei, Y. and A. Solway (2022). "Conflict and compet"

Lei

Journal Article

Lei, Y. and A. Solway (2022). “Conflict and competition between model-based and model-free control.” PLoS Comput Biol 18(5): e1010047.

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2022

Luo, J., Yang, M., & Wang, L. (2022). Learned irre

Luo

Journal Article

Luo, J., Yang, M., & Wang, L. (2022). Learned irrelevant stimulus-response associations and proportion congruency effect: A diffusion model account. Journal of Experimental Psychology: Learning, Memory, and Cognition. https://doi.org/10.1037/xlm0001158 JEP...

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2022

Shevlin, B. R. K., et al. (2022). "High-value deci"

Shevlin

Journal Article

Shevlin, B. R. K., et al. (2022). “High-value decisions are fast and accurate, inconsistent with diminishing value sensitivity.” Proceedings of the National Academy of Sciences 119(6).

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2022

Spektor, M. S., et al. (2022). "The repulsion effe"

Spektor

Journal Article

Spektor, M. S., et al. (2022). “The repulsion effect in preferential choice and its relation to perceptual choice.” Cognition 225: 105164.

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2022

von Krause, M., Radev, S. T., & Voss, A. (2022). M

von Krause

Journal Article

von Krause, M., Radev, S. T., & Voss, A. (2022). Mental speed is high until age 60 as revealed by analysis of over a million participants. Nature Human Behaviour, 6(5),...

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2022 ⭐⭐

习得的无关刺激反应联结与比例一致性效应

Luo

Journal of Experimental Psychology: Learning, Memory, and Cognition

习得的无关刺激反应联结与比例一致性效应:基于扩散模型的研究 发表时间: 2022年8月25日 期刊: Journal of Experimental Psychology: Learning, Memory, and Cognition 第一作者: 罗娇容(华南师范大学) 研究简介 2022年8月25日,华南师范大学心理学院王凌课题组在认知心理学权威期刊Journal of Experimental Psychology: Learning, Memory, and Cognition上发表题为“Learned Irrelevant Stimulus-Response Associations and Proportion Congruency Effect:...

conflict dmc
2023

Boehm, U., Annis, J., Frank, M. J., Hawkins, G. E.

Boehm

Journal Article

Boehm, U., Annis, J., Frank, M. J., Hawkins, G. E., Heathcote, A., Kellen, D., … Wagenmakers, E.-J. (2018). Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and...

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2023

Bogacz, R., Brown, E., Moehlis, J., Holmes, P., &

Bogacz

Journal Article

Bogacz, R., Brown, E., Moehlis, J., Holmes, P., & Cohen, J. D. (2006). The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks....

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2023

Busemeyer, J. R., Gluth, S., Rieskamp, J., & Turne

Busemeyer

Journal Article

Busemeyer, J. R., Gluth, S., Rieskamp, J., & Turner, B. M. (2019). Cognitive and Neural Bases of Multi-Attribute, Multi-Alternative, Value-based Decisions. Trends in Cognitive Sciences, 23(3), 251–263. https://doi.org/10.1016/j.tics.2018.12.003

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2023

Cao, Y., Luo, J., Li, J., Wang, L., & Ma, N. (2025

Cao

Journal Article

Cao, Y., Luo, J., Li, J., Wang, L., & Ma, N. (2025, in press). Commonality and diversity of impairments in inhibitory tasks after total sleep deprivation: Evidence from drift diffusion...

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2023

Chu, S., Hutcherson, C., Ito, R., & Lee, A. C. H.

Chu

Journal Article

Chu, S., Hutcherson, C., Ito, R., & Lee, A. C. H. (2023). Elucidating medial temporal and frontal lobe contributions to approach-avoidance conflict decision-making using functional MRI and the hierarchical drift...

ddm
2023

Donkin, C., Nosofsky, R. M., Gold, J. M., & Shiffr

Donkin

Journal Article

Donkin, C., Nosofsky, R. M., Gold, J. M., & Shiffrin, R. M. (2013). Discrete-slots models of visual working-memory response times. Psychological Review, 120(4), 873–902. https://doi.org/10.1037/a0034247

ddm
2023

Evidence accumulation, not ‘self-control’, explain

Evidence accumulation

Journal Article

Evidence accumulation, not ‘self-control’, explains dorsolateral prefrontal activation during normative choice Cendri A Hutcherson, Anita Tusche (2022) Evidence accumulation, not ‘self-control’, explains dorsolateral prefrontal activation during normative choice eLife 11:e65661...

ddm
2023

Fengler, A., Govindarajan, L. N., Chen, T., & Fran

Fengler

Journal Article

Fengler, A., Govindarajan, L. N., Chen, T., & Frank, M. J. (2021). Likelihood approximation networks (LANs) for fast inference of simulation models in cognitive neuroscience. ELife, 10, e65074. https://doi.org/10.7554/eLife.65074

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2023

Forstmann, B. U., Ratcliff, R., & Wagenmakers, E.-

Forstmann

Journal Article

Forstmann, B. U., Ratcliff, R., & Wagenmakers, E.-J. (2016). Sequential Sampling Models in Cognitive Neuroscience: Advantages, Applications, and Extensions. Annual Review of Psychology, 67(1), 641–666. https://doi.org/10/gf6bzg

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2023

Ghaderi-Kangavari, A., Rad, J. A., & Nunez, M. D.

Ghaderi-Kangavari

Journal Article

Ghaderi-Kangavari, A., Rad, J. A., & Nunez, M. D. (2023). A General Integrative Neurocognitive Modeling Framework to Jointly Describe EEG and Decision-making on Single Trials. Computational Brain & Behavior. https://doi.org/10.1007/s42113-023-00167-4...

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2023

Ging-Jehli, N. R., Ratcliff, R., & Arnold, L. E. (

Ging-Jehli

Journal Article

Ging-Jehli, N. R., Ratcliff, R., & Arnold, L. E. (2020). Improving neurocognitive testing using computational psychiatry—A systematic review for ADHD. Psychological Bulletin, No Pagination Specified-No Pagination Specified. https://doi.org/10.1037/bul0000319

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2023

Huang, J., Busemeyer, J., Ebelt, Z., & Pothos, E.

Huang

Journal Article

Huang, J., Busemeyer, J., Ebelt, Z., & Pothos, E. (2024). Bridging the gap between subjective probability and probability judgments: the Quantum Sequential Sampler. Psychological Review.

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2023

Johnson, D. J., Hopwood, C. J., Cesario, J., & Ple

Johnson

Journal Article

Johnson, D. J., Hopwood, C. J., Cesario, J., & Pleskac, T. J. (2017). Advancing Research on Cognitive Processes in Social and Personality Psychology: A Hierarchical Drift Diffusion Model Primer. Social...

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2023

Kaanders, P., Sepulveda, P., Folke, T., Ortoleva,

Kaanders

Journal Article

Kaanders, P., Sepulveda, P., Folke, T., Ortoleva, P., & De Martino, B. (2022). Humans actively sample evidence to support prior beliefs. ELife, 11, e71768. https://doi.org/10.7554/eLife.71768

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2023

Kelly SP, Corbett EA, O'Connell RG. Neurocomputati

Kelly SP

Journal Article

Kelly SP, Corbett EA, O’Connell RG. Neurocomputational mechanisms of prior-informed perceptual decision-making in humans. Nat Hum Behav. 2021 Apr;5(4):467-481. doi: 10.1038/s41562-020-00967-9. Epub 2020 Dec 14. PMID: 33318661.

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2023

Lawlor VM, Webb CA, Wiecki TV, Frank MJ, Trivedi M

Lawlor VM

Journal Article

Lawlor VM, Webb CA, Wiecki TV, Frank MJ, Trivedi M, Pizzagalli DA, Dillon DG (2019). Dissecting the impact of depression on decision-making. Psychological Medicine 1–10. https://doi.org/10.1017/ S0033291719001570

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2023

Leong, Y. C., Hughes, B. L., Wang, Y., & Zaki, J.

Leong

Journal Article

Leong, Y. C., Hughes, B. L., Wang, Y., & Zaki, J. (2019). Neurocomputational mechanisms underlying motivated seeing. Nature Human Behaviour, 3(9), 962–973. https://doi.org/10.1038/s41562-019-0637-z

ddm
2023

Nak, J., Volz, L., Verbrugh, V., Borsboom, D., & v

Nak

Journal Article

Nak, J., Volz, L., Verbrugh, V., Borsboom, D., & van Dongen, N. N. N. (2025, May 19). The PsychoModels database: Facilitating the exchange of formal models. https://doi.org/10.31234/osf.io/ptzdg_v1

ddm
2023

Polanía, R., Moisa, M., Opitz, A., Grueschow, M.,

Polanía

Journal Article

Polanía, R., Moisa, M., Opitz, A., Grueschow, M., & Ruff, C. C. (2015). The precision of value-based choices depends causally on fronto-parietal phase coupling. Nature Communications, 6(1), 8090. https://doi.org/10.1038/ncomms9090

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2023

Ratcliff, R., Smith, P. L., Brown, S. D.,& McKoon,

Ratcliff

Journal Article

Ratcliff, R., Smith, P. L., Brown, S. D.,& McKoon, G. (2016). Diffusion Decision Model: Current Issues and History.Trends in Cognitive Sciences, 20(4), 260–281.

ddm
2023

Shevlin, B. R. K., Smith, S. M., Hausfeld, J., & K

Shevlin

Journal Article

Shevlin, B. R. K., Smith, S. M., Hausfeld, J., & Krajbich, I. (2022). High-value decisions are fast and accurate, inconsistent with diminishing value sensitivity. Proceedings of the National Academy of...

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2023

Thomas, A. W., Molter, F., Krajbich, I., Heekeren,

Thomas

Journal Article

Thomas, A. W., Molter, F., Krajbich, I., Heekeren, H. R., & Mohr, P. N. C. (2019). Gaze bias differences capture individual choice behaviour. Nature Human Behaviour, 3(6), 625–635. https://doi.org/10.1038/s41562-019-0584-8

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2023

Turner, B. M., van Maanen, L., & Forstmann, B. U.

Turner

Journal Article

Turner, B. M., van Maanen, L., & Forstmann, B. U. (2015). Informing cognitive abstractions through neuroimaging: The neural drift diffusion model. Psychological Review, 122(2), 312–336. https://doi.org/10/f67stz

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2023

Van Marcke, H., Denmat, P. L., Verguts, T., & Dese

Van Marcke

Journal Article

Van Marcke, H., Denmat, P. L., Verguts, T., & Desender, K. (2024). Manipulating Prior Beliefs Causally Induces Under- and Overconfidence. Psychological Science, 35(4), 358-375. https://doi.org/10.1177/09567976241231572

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2023

Weindel, G., gajdos, thibault, Burle, B., & Alari

Weindel

Journal Article

Weindel, G., gajdos, thibault, Burle, B., & Alario, F. X. (2021). The Decisive Role of Non-Decision Time for Interpreting the Parameters of Decision Making Models [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/gewb3

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2023

Zhu, J.-Q., Sundh, J., Spicer, J., Chater, N., & S

Zhu

Journal Article

Zhu, J.-Q., Sundh, J., Spicer, J., Chater, N., & Sanborn, A. N. (2023, June 8). The Autocorrelated Bayesian Sampler: A Rational Process for Probability Judgments, Estimates, Confidence Intervals, Choices, Confidence...

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2024

Luo, J., Hao, C., Ma, N., & Wang, L. (2024). Sleep

Luo

Journal Article

Luo, J., Hao, C., Ma, N., & Wang, L. (2024). Sleep deprivation affects interference control: A diffusion model analysis. Journal of Experimental Psychology: Human Perception and Performance, 50(2), 193–215. https://doi.org/10.1037/xhp0001180...

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2024

Wu, Y., Radev, S., & Tuerlinckx, F. (2024). Testin

Wu

Journal Article

Wu, Y., Radev, S., & Tuerlinckx, F. (2024). Testing and improving the robustness of amortized bayesian inference for cognitive models (No. arXiv:2412.20586). arXiv. https://doi.org/10.48550/arXiv.2412.20586

ddm
2025

Lu, W., & Wan, X. (2025). Closing the loop: A dyna

Lu

Journal Article

Lu, W., & Wan, X. (2025). Closing the loop: A dynamic neural network model integrating decision making and metacognition. bioRxiv : The Preprint Server for Biology. https://doi.org/10.1101/2025.03.06.641797

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2025

Luo, T., Xu, M., Zheng, Z., & Okazawa, G. (2025).

Luo

Journal Article

Luo, T., Xu, M., Zheng, Z., & Okazawa, G. (2025). Limitation of switching sensory information flow in flexible perceptual decision making. Nature Communications, 16(1), 172. https://doi.org/10.1038/s41467-024-55686-w

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2025

Zhan, B., Chen, Y., Wang, R., & Jiang, Y. (2025).

Zhan

Journal Article

Zhan, B., Chen, Y., Wang, R., & Jiang, Y. (2025). Prolonged visual perceptual changes induced by short-term dyadic training: The roles of confidence and autistic traits in social learning. iScience,...

ddm
2026

Chen, H., Heathcote, A., PhD, & Osth, A. F. (2026)

Chen

Journal Article

Chen, H., Heathcote, A., PhD, & Osth, A. F. (2026). Linear ballistic accumulator models of confidence and response time (Jsqx5_v1). PsyArXiv. https://osf.io/preprints/psyarxiv/jsqx5_v1/

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