Diffusion decision model: Current issues and history

Ratcliff, Roger, Smith, Philip L., Brown, Scott D., McKoon, Gail·2016·Trends in Cognitive Sciences

Cited by (1,004)

Items 801–900 of 1,004

  1. Cube model: Predictions and account for best–worst choice situations with three choice alternatives
    A. Diederich, Keivan Mallahi-Karai · 2023 · Journal of Choice Modeling
  2. Dissociable contributions of the hippocampus and orbitofrontal cortex to representing task space in a social context
    Jiajun Liao, Jinhui Li, Yidan Qiu, Xiaoyan Wu, Bingyi Liu, Lu Zhang, Yuting Zhang, Xiaoqi Peng, Ruiwang Huang · 2023 · Cerebral Cortex
  3. Effect of homeostatic pressure and circadian rhythm on the task-switching: Evidence from drift diffusion model and ERP
    Yixuan Cao, Jiahui Li, Simei Ou, Tian Xie, Tianxiang Jiang, Guo Xi, Ning Ma · 2023 · International Journal of Psychophysiology
  4. The QUATRO Application Suite: Quantum Computing for Models of Human Cognition
    Raghavendra Pradyumna Pothukuchi, Leon Lufkin, Yue-Jun Shen, Alejandro Simon, Rome Thorstenson, B. Trevisan, Michael Tu, Mu Yang, Ben Foxman, Viswanatha Srinivas Pothukuchi et al. · 2023
  5. The art of the deal: Deciphering the endowment effect from traders’ eyes
    Sheng Feng, Ruining Wang, Zexian Liang, Xiaoyi Wang, Michael L. Platt · 2023 · Science Advances
  6. Electrophysiological evidence of discontinuities in the propagation of lexical decision processes across the motor hierarchy.
    M. Scaltritti, Elena Greatti, Simone Sulpizio · 2023 · Neuropsychologia
  7. Modeling brain dynamics and gaze behavior: Starting point bias and drift rate relate to frontal midline theta oscillations
    Peter James Castagna, Stefon J. R. van Noordt, Per Benjamin Sederberg, Michael J. Crowley · 2023 · NeuroImage
  8. Jointly modeling behavioral and EEG measures of proactive control in task switching.
    F. Karayanidis, Guy E. Hawkins, Aaron S. W. Wong, Fayeem Aziz, Montana Hunter, M. Steyvers · 2023 · Psychophysiology
  9. Sequential Sampling Equilibrium
    Duarte Gonccalves · 2022
  10. The effect of perceptual expectation on processing gain, attention and the perceptual decision bias in children and adolescents with Autism Spectrum Disorder (ASD)
    Sara Boxhoorn, Magdalena Schütz, Andreas M. Mühlherr, Hannah Mössinger, Christina Luckhardt, Christine Margarete Freitag · 2022 · Scientific Reports
  11. Body and visual instabilities functionally modulate implicit reaching corrections
    Naotoshi Abekawa, Kenji Doya, Hiroaki Gomi · 2022 · iScience
  12. Dissecting the chain of information processing and its interplay with neurochemicals and fluid intelligence across development
    G. Zacharopoulos, Francesco Sella, U. Emir, Roi Cohen Kadosh · 2022 · bioRxiv
  13. Integrated Diffusion Models for Distance Effects in Number Memory
    R. Ratcliff · 2022 · Cognitive Psychology
  14. People perception and stereotype-based responding: task context matters
    Linn M. Persson, Johanna K. Falbén, Dimitra Tsamadi, C. Macrae · 2022 · Psychological Research
  15. Neural population dynamics in dorsal premotor cortex underlying a reach decision
    Pierre O. Boucher, Tian Wang, Laura Carceroni, Gary A. Kane, K.V. Shenoy, Chandramouli Chandrasekaran · 2022 · bioRxiv (Cold Spring Harbor Laboratory)
  16. Modeling Distraction: How Stimulus-driven Attention Capture Influences Goal-directed Behavior
    Reilly James Innes, Juanita Todd · 2022 · Journal of Cognitive Neuroscience
  17. Improving human collective decision-making through animal and artificial intelligence
    Cédric Sueur, Christophe A. H. Bousquet, Romain Espinosa, Jean‐Louis Deneubourg · 2021 · Peer Community Journal
  18. The oculomotor signature of expected surprise
    Dominika Drążyk, M. Missal · 2021 · Scientific Reports
  19. Learning to hesitate
    Ambroise Descamps, S. Massoni, Lionel Page · 2021 · Experimental Economics
  20. A model of naturalistic decision making in preference tests
    John C. Ksander, Donald B. Katz, P. Miller · 2021 · bioRxiv
  21. A neural-based account of sequential bias during perceptual judgment
    S. Hsu · 2021 · Psychonomic Bulletin & Review
  22. Using Speed and Accuracy and the Simon Effect to Explore the Output Form of Inhibition of Return
    Ralph S. Redden, Matthew D. Hilchey, Sinan Aslam, Jason Ivanoff, R. Klein · 2021 · Vision
  23. A random multiplicative model of Piéron’s law and choice reaction times
    J. M. Medina, José A. Díaz · 2021 · Physica A Statistical Mechanics and its Applications
  24. Modeling Value-Based Decision-Making Policies Using Genetic Programming
    A. Pirrone, F. Gobet · 2020
  25. Perception of saccadic reaction time
    Valentina Vencato, L. Madelain · 2020 · Scientific Reports
  26. Dissociating affective and cognitive dimensions of uncertainty by altering regulatory focus.
    J. Schoenherr, Tyler J. Burleigh · 2020 · Acta Psychologica
  27. Disfluent, But Fast.
    Š. Bahník · 2019 · Experimental Psychology
  28. Multifaceted adaptation of the neural decision process with prior knowledge of time constraints and stimulus probability
    S. Kelly, Elaine A. Corbett, R. O'Connell · 2019 · bioRxiv
  29. Manipulating memory efficacy affects the behavioral and neural profiles of deterministic learning and decision-making
    Joshua J. Tremel, Daniella M. Ortiz, Julie A. Fiez · 2018 · Neuropsychologia
  30. Modifying response times in the Simon task with transcranial random noise stimulation
    J. McIntosh, Carsten Mehring · 2017 · Scientific Reports
  31. Tracking Perceptual and Memory Decisions by Decoding Brain Activity
    M. V. van Vugt, A. Brandt, A. Schulze-Bonhage · 2017 · BNCAI
  32. Back-translating a rodent measure of negative bias into humans: the impact of induced anxiety and unmedicated mood and anxiety disorders
    Jessica Aylward, C. Hales, E. S. Robinson, O. Robinson · 2017 · bioRxiv
  33. Identifying relationships between cognitive processes across tasks, contexts, and time
    Laura Wall, David Gunawan, Scott D. Brown, Minh‐Ngoc Tran, Robert Kohn, Guy E. Hawkins · 2020 · Behavior Research Methods
  34. When effort fails: Instances and reasons for effort-performance decoupling.
    Wanja Wolff, Lukas Hack, Israel Halperin, D. Holgado, Chris Englert, A. Zech, J. Schüler, M. Bieleke, A. Shenhav, Corinna S. Martarelli · 2026 · Neuroscience and Biobehavioral Reviews
  35. Badminton Players’ Expert Advantage in Anticipation Based on Visual and Auditory Cues: Evidence from the Drift Diffusion Model
    Sen-Lin Lan, Xu Shi, Ya Gao, Guan-Chen Zhou, Zhi-Hua Yang, Chuntian Wang, Ye Mao, Xiao-Tong Wang, Jia-Lian Cao, Hao-Ping Yang · 2026 · Behavioral Science
  36. The conceptualization, measurement, and critical appraisal of computational models of anhedonia in depression
    Selena Singh, Jasmyn E. A. Cunningham, Rudolf Uher, Suzanna Becker, Abraham Nunes · 2026 · Neuroscience & Biobehavioral Reviews
  37. Canonical decision computations underlie behavioral and neural signatures of cooperation in primates
    Weikang Shi, Olivia C. Meisner, Monika P. Jadi, Steve W. C. Chang, Anirvan S. Nandy · 2026 · Neuron
  38. Ten years Diffusion Model for Conflict (DMC) tasks: Theoretical foundations, applications, practical recommendations, and open challenges
    M. Janczyk, I. Mackenzie, Rolf Ulrich, Valentin Koob · 2026 · Psychonomic Bulletin & Review
  39. Sensory-to-Motor Transformations: From Serial Pipelines to Dynamic, Distributed Processes
    Angelina Lam, Sarah Kabbara, Kaira Carstens, W. Mol, Anubhuti Goel, Hong-Dian Yang, Edward Zagha · 2026 · Neuroscience and Biobehavioral Reviews
  40. Information Bound on Navigation Speed in Smart Active Matter.
    K. S. Olsen, M. Tarama, H. Lowen · 2026 · Physical Review Letters
  41. Tracing the neural trajectories of evidence accumulation and motor preparation processes during voluntary decisions
    Lauren Claire Fong, Paul Michael Garrett, Philip Leigh Smith, Robert Hester, Stefan Bode, Daniel Feuerriegel · 2026 · Imaging Neuroscience
  42. Issue importance amplifies the effect of gaze on voting decisions.
    Xiao-Zhi Yang, Elizabeth E. Riggs, Jason C. Coronel, Ian Krajbich · 2025 · Cognition
  43. Metabolic reality of cognitive load
    Li-Ye Zou, Peng Wang, Jun Yin, Kim Ouwehand, Fred Paas · 2025 · Behavioral and Brain Sciences
  44. Factors Contributing to the Success of Counterattacks Examined Through Reaction Time
    Saiya Kawabe, Hiroki Murakami, Norimasa Yamada · 2025 · Perceptual and Motor Skills
  45. Choice-induced preference change under a sequential sampling model framework
    Douglas G. Lee, Giovanni Pezzulo · 2026 · Scientific Reports
  46. Choice-Induced Preference Change under the Value Refinement Framework
    D. Lee, G. Pezzulo · 2025 · bioRxiv
  47. Optimizing cognitive control through the interaction between stimulation intensity and duration in single-site and dual-site tDCS
    Xuedi Liu, Tingting Guo, Qianwen Chang, Jingyu Chen, Qinpu Dang, Pengfei Lu, Taomei Guo · 2025 · Scientific Reports
  48. Judgment of crowds as emotional increases with the proportion of black faces
    Amit Goldenberg, Kyle J. LaFollette, Zi Huang, Erika Weisz, Mina Cikara · 2025 · Scientific Reports
  49. Hiring the ideal remote worker: the gendered implications of the rise of remote work
    Claire Daviss, Emma Williams-Baron, Erin Macke · 2025 · Social Forces
  50. Inhibition and updating share common resources: Bayesian evidence from signal detection theory and drift diffusion model
    Yuhong Sun, Yaohui Lin, Shangfeng Han · 2025 · Psychological Research
  51. Critical intelligence: Computing defensive behaviour
    Jules Brochard, Peter Dayan, Dominik R. Bach · 2025 · Neuroscience & Biobehavioral Reviews
  52. Patchy Perception: Rethinking Eye Movements through the Lens of Foraging Theory
    Tal Nahari, Ahmed El Hady · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  53. Reinforcement learning in women remitted from anorexia nervosa: Preliminary examination with a hybrid reinforcement learning/drift diffusion model
    Christina E. Wierenga, Amanda Bischoff‐Grethe, Carina S. Brown, Gregory G. Brown · 2025 · Journal of the International Neuropsychological Society
  54. Epistemic reduction of the concept of ‘decision’
    Daniel C. Burnston · 2025 · Synthese
  55. The (Mis-)Measurement of Food Decisions.
    M. A. Claassen, Jutta Mata, R. Hertwig · 2025 · Appetite
  56. A spiking neural model of decision making and the speed-accuracy trade-off.
    Peter Duggins, Chris Eliasmith · 2024 · Psychology Review
  57. A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series
    Jannis Kreienkamp, Maximilian Agostini, Rei Monden, Kai Epstude, Peter de Jonge, Laura Francina Bringmann · 2024 · Multivariate Behavioral Research
  58. Eccentricity-dependent saccadic reaction time: The roles of foveal magnification and attentional orienting
    Yufeng Zhang, P. Fries · 2024 · bioRxiv
  59. Detailed analysis of drift diffusion model parameters estimated for the ultimatum game
    Shotaro Numano, Masahiko Haruno · 2024 · Neuroscience Research
  60. Impulsive adolescents exhibit inefficient processing and a low decision threshold when decoding facial expressions of emotions
    Alison Schreiber, Nathan T. Hall, Daniel F. Parr, Michael N. Hallquist · 2025 · Psychological Medicine
  61. A computational account of conflict processing during mental imagery
    Mengxiao Wang, Qi-Yang Nie · 2024 · Cognitive, Affective, & Behavioral Neuroscience
  62. Causal computations of supplementary motor area on spatial impulsivity
    Alberto Carpio, Jean‐Claude Dreher, David Ferrera, Diego Galán, Francisco Mercado, Ignacio Obeso · 2024 · Scientific Reports
  63. Two fundamentally different mechanisms by which unconscious information impairs behavioral performance: Evidence from fMRI and computational modeling
    Yong-Chun Wang, Meilin Di, Ya Li, Peng Liu, Jing-Jing Zhao, Yong-Hui Wang · 2024 · NeuroImage
  64. Semantic influences on object detection: Drift diffusion modeling provides insights regarding mechanism
    Jingming Xue, Robert C. Wilson, Mary A. Peterson · 2024 · bioRxiv
  65. Prediction of time to contact under perceptual and contextual uncertainties
    Pamela Villavicencio, C. de la Malla, J. López-Moliner · 2024 · Journal of Vision
  66. How cortico-basal ganglia-thalamic subnetworks can shift decision policies to maximize reward rate
    Jyotika Bahuguna, Timothy Verstynen, Jonathan E. Rubin · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
  67. Lessons learned from an fMRI-guided rTMS study on performance in a numerical Stroop task
    Lysianne Beynel, Hannah Gura, Zeynab Rezaee, Ekaete C. Ekpo, Zhi‐De Deng, Janet O. Joseph, Paul A. Taylor, Bruce M. Luber, Sarah Hollingsworth Lisanby · 2024 · PLoS ONE
  68. Arousal level and exemplar variability of emotional face and voice encoding influence expression-independent identity recognition
    Hanjian Xu, Jorge L. Armony · 2024 · Motivation and Emotion
  69. Dual-tasking modulates movement speed but not value-based choices during walking
    Eric Grießbach, Philipp Raßbach, Oliver Herbort, R. Cañal-Bruland · 2024 · Scientific Reports
  70. Differential effects of prior outcomes and pauses on the speed and quality of risky choices
    Zhang Chen, Charlotte Eben, F. Verbruggen · 2024 · Journal of Behavioral Decision Making
  71. Of Rodents and Primates: Time-Variant Gain in Drift–Diffusion Decision Models
    Abdoreza Asadpour, Hui Ru Tan, Brendan Lenfesty, KongFatt Wong‐Lin · 2024 · Computational Brain & Behavior
  72. Affective valence does not reflect progress prediction errors in perceptual decisions
    Alan Voodla, A. Uusberg, K. Desender · 2024 · Cognitive, Affective, & Behavioral Neuroscience
  73. Reduced attentional control in individuals with a history of suicide attempts compared to those with suicidal ideation: Results from a systematic review and meta-analysis.
    Lesly E. Escobar, Megan Liew, Felix Yirdong, Kostas P. Mandelos, Sophia R. Ferraro-Diglio, B. Abraham, Lillian Polanco-Roman, Erik M. Benau · 2023 · Journal of Affective Disorders
  74. Impact of aversive affect on neural mechanisms of categorization decisions
    Daniel J. Levitas, Kess L. Folco, Thomas W. James · 2023 · Brain and Behavior
  75. Learning about me and you: Only deterministic stimulus associations elicit self-prioritization.
    Parnian Jalalian, Marius Golubickis, Yadvi Sharma, C. Macrae · 2023 · Consciousness and Cognition
  76. Estimating Hidden Markov Models (HMMs) of the cognitive process in strategic thinking using eye-tracking
    Xiao-Min Li, Thomas Henning, C. Camerer · 2023 · Frontiers in Behavioral Economics
  77. Drift–diffusion modeling reveals that masked faces are preconceived as unfriendly
    Martijn Mulder, Franziska Prummer, David Terburg, J. Leon Kenemans · 2023 · Scientific Reports
  78. A neurocomputational account of the link between social perception and social action
    L. M. Bas, Ian D Roberts, C. Hutcherson, A. Tusche · 2023 · bioRxiv
  79. Shared Song Detector Neurons in Drosophila Male and Female Brains Drive Sex-Specific Behaviors.
    David S. Deutsch, Jan Clemens, S. Thiberge, Georgia Guan, M. Murthy · 2023 · Current Biology
  80. From DDMs to DNNs: Using process data and models of decision-making to improve human-AI interactions
    M. Gopnarayan, Jaan Aru, S. Gluth · 2023 · Decision
  81. Similarities of SNARC, cognitive Simon, and visuomotor Simon effects in terms of response time distributions, hand-stimulus proximity, and temporal dynamics
    Lizhu Yan, Yilin Ma, Yang Wei-bin, Xinrui Xiang, Weizhi Nan · 2023 · Psychological Research
  82. The standard relationship between choice frequency and choice time is violated in multi-attribute preferential choice
    Guy E. Hawkins, Gavin Cooper, Jon-Paul Cavallaro · 2023 · Journal of Mathematical Psychology
  83. Social human collective decision-making and its applications with brain network models
    T. Thieu, R. Melnik · 2023
  84. Applying the Accumulator model to predict driver's reaction time based on looming in approaching and braking conditions.
    Umair Durrani, Chris Lee · 2023 · Journal of Safety Research
  85. Language disorders in patients with striatal lesions: Deciphering the role of the striatum in language performance.
    Lorna Le Stanc, K. Youssov, M. Giavazzi, Agnes Sliwinski, A. Bachoud-Lévi, C. Jacquemot · 2023 · Cortex; a journal devoted to the study of the nervous system and behavior
  86. Decomposing the Response Time in Amblyopia: A Drift Diffusion Model Analysis
    Xiaowei Ruan, Liang Lin, Xiaoxiao Ying, Hanyi Zhang, Junli Yuan, Cheng Li, Yan Yang, Jinli Zhu, Ruyin Chen, Fang Hou · 2023 · Investigative Ophthalmology & Visual Science
  87. Attentional allocation and the pan-field color illusion
    Lana Okubo, K. Yokosawa · 2023 · Journal of Vision
  88. Reaction Time “Mismatch Costs” Change with the Likelihood of Stimulus–Response Compatibility
    Megan E. J. Campbell, Chase Samuel Sherwell, Ross Cunnington, Scott D. Brown, Michael J Breakspear · 2022 · Psychonomic Bulletin & Review
  89. An elementary mechanism for simultaneously modeling discrete decisions and decision times
    J. Yu · 2022 · System Dynamics Review
  90. Extending systems factorial technology to errored responses.
    Daniel R. Little, Haiyuan Yang, Ami Eidels, James T. Townsend · 2022 · Psychological Review
  91. The Role of the Ventromedial Prefrontal Cortex in Preferential Decisions for Own- and Other-Age Faces
    Ayahito Ito, Kazuki Yoshida, Ryuta Aoki, Toshikatsu Fujii, Iori Kawasaki, Akiko Hayashi, Aya Ueno, Shinya Sakai, Shunji Mugikura, Shoki Takahashi et al. · 2022 · Frontiers in Psychology
  92. A More Realistic Markov Process Model for Explaining the Disjunction Effect in One-Shot Prisoner’s Dilemma Game
    Xiaoyang Xin, Mengdan Sun, Bo Liu, Ying Li, Xiao-Qing Gao · 2022 · Mathematics
  93. Reciprocal associations between implicit attitudes and drinking in emerging adulthood
    K. Paige, A. Weigard, C. Colder · 2022 · Alcoholism: Clinical and Experimental Research
  94. The presence of irrelevant alternatives paradoxically increases confidence in perceptual decisions.
    Nicolás A Comay, G. D. Della Bella, Pedro Lamberti, M. Sigman, G. Solovey, P. Barttfeld · 2021 · Cognition
  95. Timing-dependent Differential Effects of Unexpected Events on Error Processing Reveal the Interactive Dynamics of Surprise and Error Processing
    Yao Guan, J. Wessel · 2021 · Psychophysiology
  96. Stimulus Reliability Automatically Biases Temporal Integration of Discrete Perceptual Targets in the Human Brain
    Dragan Rangelov, Rebecca K. West, Jason B. Mattingley · 2021 · Journal of Neuroscience
  97. An EZ-Diffusion Model Analysis of Attentional Ability in Patients With Retinal Pigmentosa
    Yanlin Luo, Yuan-Ying Wang, Su-Fang Zhu, Li Zhao, Yan-Ling Yin, Meng-Wen Geng, Chunyan Lei, Yanhui Yang, Jun-Fa Li, Guo-Xin Ni · 2021 · Frontiers in Neuroscience
  98. Decision-time statistics of nonlinear diffusion models: Characterizing long sequences of subsequent trials
    Sebastian Vellmer, Benjamin Lindner · 2020 · Journal of Mathematical Psychology
  99. The impact of psychological factors on the management of intraoperative haemodynamic events in children.
    D. Michelet, J. Truchot, Charlotte Du Fayet De La Tour, Candy Benichou, Abdellouahabe Berdji, H. Delivet, P. Ceccaldi, P. Plaisance, F. Julien-Marsollier, S. Dahmani · 2020 · Anaesthesia Critical Care & Pain Medicine
  100. The Müller-Lyer line-length task interpreted as a conflict paradigm: A chronometric study and a diffusion account
    Wolf Schwarz, Dennis Reike · 2020 · Attention Perception & Psychophysics