Diffusion decision model: Current issues and history

Cited by (1,004)

Items 101–200 of 1,004

1. Caution in decision-making under time pressure is mediated by timing ability
   Steven Miletić, Leendert van Maanen · 2019 · Cognitive Psychology
2. The Role of the Lateral Intraparietal Area in (the Study of) Decision Making
   Alexander C. Huk, Leor N. Katz, Jacob L. Yates · 2017 · Annual Review of Neuroscience
3. Need for closure is associated with urgency in perceptual decision-making
   Nathan J. Evans, Babette Rae, Maxim A. Bushmakin, Mark Rubin, Scott D. Brown · 2017 · Memory & Cognition
4. A dynamic normalization model of temporal attention
   Rachel N. Denison, Marisa Carrasco, David J. Heeger · 2021 · Nature Human Behaviour
5. Integrated neural dynamics of sensorimotor decisions and actions
   David Thura, Jean‐François Cabana, Albert Feghaly, Paul Cisek · 2022 · PLoS Biology
6. Remembering: An Activity of Mind and Brain.
   F. Craik · 2020 · Annual Review of Psychology
7. Applying novel technologies and methods to inform the ontology of self-regulation
   Eisenberg, Ian W., Bissett, Patrick G., Canning, Jessica R., Dallery, Jesse, Enkavi, A. Zeynep, Whitfield-Gabrieli, Susan, Gonzalez, Oscar, Green, Alan I., Greene, Mary Ann, Kiernan, Michaela et al. · 2018 · Behaviour Research and Therapy
8. Advancing Research on Cognitive Processes in Social and Personality Psychology
   David Jeffrey Johnson, Christopher James Hopwood, Joseph Cesario, Timothy Joseph Pleskac · 2017 · Social Psychological and Personality Science
9. Exploring the self-ownership effect: Separating stimulus and response biases.
   Marius Golubickis, Johanna K. Falbén, William A. Cunningham, C. Neil Macrae · 2017 · Journal of Experimental Psychology Learning Memory and Cognition
10. Mutual benefits: Combining reinforcement learning with sequential sampling models
    Steven Miletić, Russell James Boag, Birte U. Forstmann · 2019 · Neuropsychologia
11. Perceived crisis and reforms: Issues, explanations, and remedies.
    Paul A. L. de Boeck, Minjeong Jeon · 2018 · Psychological Bulletin
12. Self-prioritization and perceptual matching: The effects of temporal construal
    Marius Golubickis, Johanna K. Falbén, Arash Sahraie, Aleksandar Visokomogilski, William A. Cunningham, Jie Sui, C. Neil Macrae · 2017 · Memory & Cognition
13. Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control
    Mark K. Ho, Thomas L. Griffiths · 2021 · Annual Review of Control Robotics and Autonomous Systems
14. Affect and Decision Making: Insights and Predictions from Computational Models
    Ian D. Roberts, Cendri A.C. Hutcherson · 2019 · Trends in Cognitive Sciences
15. A Bayesian Perspective on Accumulation in the Magnitude System
    Benoît Martin, M. Wiener, V. van Wassenhove · 2017 · Scientific Reports
16. Toward a better understanding of costs in prospective memory: A meta-analytic review.
    Francis T. Anderson, M. Strube, M. McDaniel · 2019 · Psychological bulletin
17. A large-scale analysis of task switching practice effects across the lifespan
    Mark Steyvers, Guy E. Hawkins, Frini Karayanidis, Scott D. Brown · 2019 · Proceedings of the National Academy of Sciences
18. The computations that support simple decision-making: A comparison between the diffusion and urgency-gating models
    Nathan J. Evans, Guy E. Hawkins, Udo Boehm, Eric‐Jan Wagenmakers, Scott D. Brown · 2017 · Scientific Reports
19. Accumulators, Neurons, and Response Time
    Jeffrey D. Schall · 2019 · Trends in Neurosciences
20. Cognitive Modeling Suggests That Attentional Failures Drive Longer Stop-Signal Reaction Time Estimates in Attention Deficit/Hyperactivity Disorder
    Alexander Samuel Weigard, Andrew Heathcote, Dóra Matzke, Cynthia L. Huang‐Pollock · 2019 · Clinical Psychological Science
21. Computing Bayes factors for evidence-accumulation models using Warp-III bridge sampling
    Q. F. Gronau, A. Heathcote, D. Matzke · 2018 · Behavior Research Methods
22. Increased decision thresholds trigger extended information gathering across the compulsivity spectrum
    Tobias U. Hauser, Michael Moutoussis, Peter Dayan, Raymond J. Dolan · 2017 · Translational Psychiatry
23. Posterior Separable Cost of Information
    Tommaso Denti · 2022 · The American Economic Review
24. Low and variable correlation between reaction time costs and accuracy costs explained by accumulation models: Meta-analysis and simulations.
    Craig Hedge, Georgina Powell, Aline Bompas, Solveiga Vivian-Griffiths, Petroc Sumner · 2018 · Psychological Bulletin
25. Decomposing the effects of context valence and feedback information on speed and accuracy during reinforcement learning: a meta-analytical approach using diffusion decision modeling
    Laura Fontanesi, Stefano Palminteri, Maël P. Lebreton · 2019 · Cognitive Affective & Behavioral Neuroscience
26. Optimal Dynamic Information Acquisition
    Weijie Zhong · 2017 · Econometrica
27. Translating a rodent measure of negative bias into humans: the impact of induced anxiety and unmedicated mood and anxiety disorders
    Aylward, Jessica, Hales, Claire, Robinson, Emma, Robinson, Oliver J. · 2020 · Psychological Medicine
28. How prior information and police experience impact decisions to shoot.
    David Jeffrey Johnson, Joseph Cesario, Timothy Joseph Pleskac · 2018 · Journal of Personality and Social Psychology
29. dockerHDDM: A User-Friendly Environment for Bayesian Hierarchical Drift-Diffusion Modeling
    Wanke Pan, Haiyang Geng, Lei Zhang, Alexander Fengler, Michael J. Frank, Ru‐Yuan Zhang, Hu Chuan-Peng · 2025 · Advances in Methods and Practices in Psychological Science
30. Metacognitive Computations for Information Search: Confidence in Control
    Lion Schulz, Stephen M. Fleming, Peter Dayan · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
31. A new model of decision processing in instrumental learning tasks
    Steven Miletić, Russell James Boag, Anne C. Trutti, Niek Stevenson, Birte U. Forstmann, Andrew Heathcote · 2021 · eLife
32. Slow and steady? Strategic adjustments in response caution are moderately reliable and correlate across tasks
    Craig Hedge, Solveiga Vivian-Griffiths, Georgina Powell, Aline Bompas, Petroc Sumner · 2019 · Consciousness and Cognition
33. Quantifying the benefits of using decision models with response time and accuracy data
    Tom Stafford, Angelo Pirrone, Mike Croucher, Anna Krystalli · 2020 · Behavior Research Methods
34. Modeling numerosity representation with an integrated diffusion model.
    Roger Ratcliff, Gail McKoon · 2017 · Psychological Review
35. Systematic Parameter Reviews in Cognitive Modeling: Towards a Robust and Cumulative Characterization of Psychological Processes in the Diffusion Decision Model
    N.-Han Tran, Leendert van Maanen, Andrew Heathcote, Dóra Matzke · 2021 · Frontiers in Psychology
36. Racing Against The Clock: Evidence-Based Vs. Time-Based Decisions
    Guy E. Hawkins, Andrew Heathcote · 2020 · Psychology Review
37. Parts of me: Identity-relevance moderates self-prioritization
    Marius Golubickis, Johanna K. Falbén, Nerissa Siu Ping Ho, Jie Sui, William A. Cunningham, C. Neil Macrae · 2019 · Consciousness and Cognition
38. Response-time data provide critical constraints on dynamic models of multi-alternative, multi-attribute choice
    N. Evans, W. Holmes, J. Trueblood · 2019 · Psychonomic Bulletin & Review
39. The kinematics that you do not expect: Integrating prior information and kinematics to understand intentions
    Atesh Koul, Marco Soriano, Barbara Tversky, Cristina Becchio, Andrea Cavallo · 2018 · Cognition
40. Internal and external sources of variability in perceptual decision-making.
    Roger Ratcliff, Chelsea Voskuilen, Gail McKoon · 2017 · Psychological Review
41. Pathways to the persistence of drug use despite its adverse consequences
    Gavan P. McNally, Philip Jean-Richard-dit-Bressel, E. Zayra Millan, Andrew John Lawrence · 2023 · Molecular Psychiatry
42. Collective behavior emerges from genetically controlled simple behavioral motifs in zebrafish
    Roy Harpaz, A. Aspiras, Sydney Chambule, Sierra Tseng, Marie-Abèle C. Bind, F. Engert, M. Fishman, A. Bahl · 2021 · bioRxiv
43. Decomposing loss aversion from gaze allocation and pupil dilation
    Sheng Feng, Arjun Ramakrishnan, Darsol Seok, Wenjia Joyce Zhao, Samuel Thelaus, Puti Cen, Michael L. Platt · 2020 · Proceedings of the National Academy of Sciences
44. Trading mental effort for confidence in the metacognitive control of value-based decision-making
    Douglas G. Lee, Jean Daunizeau A · 2021 · eLife
45. Task-general efficiency of evidence accumulation as a computationally defined neurocognitive trait: implications for clinical neuroscience
    Weigard, Alexander, Sripada, Chandra · 2021 · Biological Psychiatry Global Open Science
46. Explaining human interactions on the road by large-scale integration of computational psychological theory
    G. Markkula, Yi-Shin Lin, Aravinda Ramakrishnan Srinivasan, Jac Billington, M. Leonetti, A. Kalantari, Yue Yang, Yee-Mun Lee, R. Madigan, N. Merat · 2023 · PNAS Nexus
47. Transcranial ultrasound stimulation to human middle temporal complex improves visual motion detection and modulates electrophysiological responses.
    Christopher R. Butler, E. Rhodes, Joseph Blackmore, Xinghao Cheng, R. Peach, M. Veldsman, F. Sheerin, R. Cleveland · 2022 · Brain Stimulation
48. Does Attention Increase the Value of Choice Alternatives?
    Milica Milosavljevic Mormann, J. Edward Russo · 2021 · Trends in Cognitive Sciences
49. Decision making on spatially continuous scales.
    Roger Ratcliff · 2018 · Psychological Review
50. Sounds facilitate visual motion discrimination via the enhancement of late occipital visual representations
    Stephanie J. Kayser, Marios G. Philiastides, Christoph Kayser · 2017 · NeuroImage
51. Left posterior inferior frontal gyrus is causally involved in reordering during sentence processing
    Philipp Kuhnke, Lars Meyer, Angela Dorkas Friederici, Gesa Hartwigsen · 2017 · NeuroImage
52. Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers
    Arkady Zgonnikov, David A. Abbink, Gustav M. Markkula · 2022 · Human Factors The Journal of the Human Factors and Ergonomics Society
53. Good Me Bad Me: Prioritization of the Good-Self During Perceptual Decision-Making
    Hu Chuan-Peng, Yuxuan Lan, C. Neil Macrae, Jie Sui · 2020 · Collabra Psychology
54. Brain network segregation and integration during an epoch-related working memory fMRI experiment
    Peter Fransson, Björn Christian Schiffler, William Hedley Thompson · 2018 · NeuroImage
55. The impact of speed and bias on the cognitive processes of experts and novices in medical image decision-making
    J. Trueblood, W. Holmes, Adam C. Seegmiller, Jonathan J. Douds, Margaret L. Compton, E. Szentirmai, Megan Woodruff, Wen-Rui Huang, Charles Stratton, Q. Eichbaum · 2017 · Cognitive Research
56. Aversive Motivation and Cognitive Control
    Debbie Marianne Yee, Xiamin Leng, Amitai Shenhav, Todd Samuel Braver · 2021 · Neuroscience and Biobehavioral Reviews
57. The role of valence in word processing: Evidence from lexical decision and emotional Stroop tasks
    Ethan Crossfield, Markus F. Damian · 2021 · Acta Psychologica
58. Visual selective attention and the control of tracking eye movements: a critical review
    David Souto, Dirk Kerzel · 2021 · Journal of Neurophysiology
59. Task-general efficiency of evidence accumulation as a computationally-defined neurocognitive trait: Implications for clinical neuroscience
    A. Weigard, C. Sripada · 2020 · Biological Psychiatry Global Open Science
60. Macaque dorsal premotor cortex exhibits decision-related activity only when specific stimulus–response associations are known
    Megan Wang, Christéva Montanède, Chandramouli Chandrasekaran, Diogo Peixoto, K.V. Shenoy, John F. Kalaska · 2019 · Nature Communications
61. Slower Processing Speed in Autism Spectrum Disorder: A Meta-analytic Investigation of Time-Based Tasks
    Zapparrata, Nicole M., Brooks, Patricia J., Ober, Teresa M. · 2023 · Journal of Autism and Developmental Disorders
62. Computational validity: using computation to translate behaviours across species
    A. David Redish, Ádám Kepecs, Lisa M. Anderson, Olivia L. Calvin, Nicola M. Grissom, Ann Frances Haynos, Sarah R. Heilbronner, Alexander B. Herman, Suma Jacob, Sisi Ma et al. · 2021 · Philosophical Transactions of the Royal Society B Biological Sciences
63. The impact of natural aging on computational and neural indices of perceptual decision making: A review
    Jessica Dully, David P. McGovern, Redmond G O’Connell · 2018 · Behavioural Brain Research
64. Pavlovian Control of Escape and Avoidance
    Alexander J. Millner, Samuel Joseph Gershman, Matthew K. Nock, Hanneke E.M. den Ouden · 2017 · Journal of Cognitive Neuroscience
65. Accounting for Taste: A Multi-Attribute Neurocomputational Model Explains the Neural Dynamics of Choices for Self and Others
    Alison M. Harris, John A. Clithero, Cendri A.C. Hutcherson · 2018 · Journal of Neuroscience
66. Check your outliers! An introduction to identifying statistical outliers in R with easystats
    Rémi Thériault, Mattan S. Ben-Shachar, Indrajeet Patil, D. Lüdecke, B. Wiernik, D. Makowski · 2024 · Behavior Research Methods
67. The interplay between multisensory integration and perceptual decision making
    M. Mercier, C. Cappe · 2019 · bioRxiv
68. A diffusion model analysis of the response-effect compatibility effect.
    Markus Janczyk, Veronika Lerche · 2018 · Journal of Experimental Psychology General
69. Decision-making: from neuroscience to neuroeconomics—an overview
    Daniel Serra · 2021 · Theory and Decision
70. The diachronic account of attentional selectivity
    Alon Zivony, Martin Eimer A · 2021 · Psychonomic Bulletin & Review
71. Choosing what we like vs liking what we choose: How choice-induced preference change might actually be instrumental to decision-making
    Douglas G. Lee, Jean Daunizeau A · 2020 · PLoS ONE
72. Neural Substrates of the Drift-Diffusion Model in Brain Disorders
    Ankur Gupta, Rohini Bansal, Hany Alashwal, Anıl Şafak Kaçar, Fuat Balcı, Ahmed A. Moustafa · 2022 · Frontiers in Computational Neuroscience
73. Healthful choices depend on the latency and rate of information accumulation
    N. Sullivan, Scott A. Huettel · 2021 · Nature Human Behaviour
74. How is multi-tasking different from increased difficulty?
    Zachary L Howard, Nathan J. Evans, Reilly James Innes, Scott D. Brown, Ami Eidels · 2020 · Psychonomic Bulletin & Review
75. Decision urgency invigorates movement in humans
    David Thura · 2020 · Behavioural Brain Research
76. Endogenous and exogenous control of visuospatial selective attention in freely behaving mice
    Wen-Kai You, Shreesh P. Mysore · 2020 · Nature Communications
77. Optimal or not; depends on the task
    N. Evans, A. Bennett, Scott D. Brown · 2018 · Psychonomic Bulletin & Review
78. Towards a model-based cognitive neuroscience of stopping – a neuroimaging perspective
    Alexandra Sebastian, Birte U. Forstmann, Dóra Matzke · 2018 · Neuroscience & Biobehavioral Reviews
79. Dynamic Interplay of Value and Sensory Information in High-Speed Decision Making
    Kivilcim Afacan-Seref, Natalie A Steinemann, Annabelle Blangero, Simon P. Kelly · 2018 · Current Biology
80. The Processing-Speed Impairment in Psychosis Is More Than Just Accelerated Aging
    S. Mathias, E. Knowles, J. Barrett, Olivia K. Leach, S. Buccheri, Tamara Beetham, J. Blangero, R. Poldrack, D. Glahn · 2017 · Schizophrenia bulletin
81. An integrated theory of deciding and acting.
    Mathieu Servant, Gordon D. Logan, Thibault Gajdos, Nathan J. Evans · 2021 · Journal of Experimental Psychology General
82. A diffusion model analysis of sustained attention in children with Attention Deficit Hyperactivity Disorder
    C. Huang-Pollock, R. Ratcliff, G. McKoon, Alexandra L. Roule, Tyler Warner, J. Feldman, S. Wise · 2020 · Neuropsychology
83. Does good perception of vocal characteristics relate to better speech-on-speech intelligibility for cochlear implant users?
    Nawal El Boghdady, E. Gaudrain, D. Başkent · 2019 · Journal of the Acoustical Society of America
84. Reward-driven changes in striatal pathway competition shape evidence evaluation in decision-making
    Kyle Dunovan, Catalina Vich, Matthew Clapp, Timothy Verstynen, Jonathan E. Rubin · 2019 · PLoS Computational Biology
85. The time-course of distractor-based activation modulates effects of speed-accuracy tradeoffs in conflict tasks
    Victor Mittelstädt, Jeff Miller, H. Leuthold, I. Mackenzie, R. Ulrich · 2021 · Psychonomic Bulletin & Review
86. Dissecting the cognitive phenotype of post‐stroke fatigue using computerized assessment and computational modeling of sustained attention
    Kristine M. Ulrichsen, D. Alnæs, Knut K. Kolskår, Geneviève Richard, Anne-Marthe Sanders, E. Dørum, H. Ihle-Hansen, M. L. Pedersen, S. Tornås, J. Nordvik et al. · 2020 · European Journal of Neuroscience
87. Learning to Overexert Cognitive Control in a Stroop Task
    L. Bustamante, Falk Lieder, Sebastian Musslick, A. Shenhav, J. Cohen · 2020 · Cognitive, Affective, & Behavioral Neuroscience
88. Static magnetic field stimulation of the supplementary motor area modulates resting-state activity and motor behavior
    José A. Pineda‐Pardo, Ignacio Obeso, Pasqualina Guida, Michele Dileone, Bryan Andrew Strange, Jose Angel Obeso, Antonio Oliviero, Guglielmo Foffani · 2019 · Communications Biology
89. Wandering minds, sleepy brains: lapses of attention and slow waves in wakefulness
    T. Andrillon, A. Burns, T. Mackay, J. Windt, N. Tsuchiya · 2020 · bioRxiv
90. Temporal expectation hastens decision onset but does not affect evidence quality
    Ruud L. van den Brink, Peter R. Murphy, Kobe Desender, Nicole de Ru, Sander Nieuwenhuis · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
91. Designing and Interpreting Psychophysical Investigations of Cognition
    Michael Waskom, Gouki Okazawa, Roozbeh Kiani · 2019 · Neuron
92. Illusions of control without delusions of grandeur
    Daniel Yon, Carl Bunce, Clare Press · 2020 · Cognition
93. The formation of preference in risky choice
    Moshe Glickman, Orian Sharoni, Dino J. Levy, E. Niebur, Veit Stuphorn, M. Usher · 2019 · PLoS Comput. Biol.
94. Learning of social norms can lead to a persistent perceptual bias: A diffusion model approach
    Markus Germar, Andreas Mojzisch · 2019 · Journal of Experimental Social Psychology
95. Why free choices take longer than forced choices: evidence from response threshold manipulations
    Christoph Naefgen, Michael Dambacher, Markus Janczyk · 2017 · Psychological Research
96. Curvilinear dependency of response accuracy on response time in cognitive tests
    Haiqin Chen, Paul A. L. de Boeck, Matthew Grady, Chien‐Lin Yang, David M. Waldschmidt · 2018 · Intelligence
97. Task Inhibition and Response Inhibition in Older vs. Younger Adults: A Diffusion Model Analysis
    Stefanie Schuch · 2016 · Frontiers in Psychology
98. Not all Speed-Accuracy Trade-Off Manipulations Have the Same Psychological Effect
    Dimitris Katsimpokis, Guy E. Hawkins, Leendert van Maanen · 2020 · Computational Brain & Behavior
99. Cost-benefit trade-offs in decision-making and learning
    Nura Sidarus, Stefano Palminteri, V. Chambon · 2019 · PLoS Comput. Biol.
100. The role of passing time in decision-making.
     Nathan J. Evans, Guy E. Hawkins, Scott D. Brown · 2019 · Journal of Experimental Psychology Learning Memory and Cognition