The effect of stimulus strength on the speed and accuracy of a perceptual decision

Palmer, John, Huk, Alexander C., Shadlen, Michael N.·2005·Journal of Vision

Cited by (691)

Items 301–400 of 691

  1. Temporal integration of sensory evidence for saccade target selection
    Casimir J. H. Ludwig · 2009 · Vision Research
  2. Processing Symbolic Numbers: The Example of Distance and Size Effects
    Attila Krajcsi, Petia Kojouharova, Gábor Lengyel · 2021 · Language, cognition and mind
  3. Categorical evidence, confidence, and urgency during probabilistic categorization
    Kurt Braunlich, Carol Augart Seger · 2015 · NeuroImage
  4. Balancing true and false detection of intermittent sensory targets by adjusting the inputs to the evidence accumulation process
    Anna C. Geuzebroek, Hannah Craddock, Redmond G O’Connell, Simon P. Kelly · 2023 · eLife
  5. Parsing a perceptual decision into a sequence of moments of thought
    Martín Graziano · 2011 · Frontiers in Integrative Neuroscience
  6. On mimicry among sequential sampling models
    Arash Khodadadi, James T. Townsend · 2015 · Journal of Mathematical Psychology
  7. Top-Down Feedback Enables Flexible Coding Strategies in Olfactory Cortex
    Zhen Chen, Krishnan Padmanabhan · 2021 · Cell Reports
  8. Predeliberation activity in prefrontal cortex and striatum and the prediction of subsequent value judgment
    Uri Maoz, Ueli Rutishauser, Soyoun Kim, Xinying Cai, Daeyeol Lee, Christof Koch A · 2013 · Frontiers in Neuroscience
  9. Sensory and decision-making processes underlying perceptual adaptation
    Nathan Witthoft, Long Sha, Jonathan A. Winawer, Roozbeh Kiani · 2018 · Journal of Vision
  10. Dynamic combination of sensory and reward information under time pressure
    Shiva Ghaani Farashahi, Chih-Chung Ting, Chang-Hao Kao, Shih‐Wei Wu, Alireza Soltani · 2018 · PLoS Computational Biology
  11. Distinct forms of regret linked to resilience versus susceptibility to stress are regulated by region-specific CREB function in mice
    Romain Durand-de Cuttoli, Freddyson J. Martínez-Rivera, Long Li, Angelica M. Minier-Toribio, Flurin Cathomas, Leanne Melissa Holt, Farzana Yasmin, Salma Elhassa, Jasmine F. Shaikh, Sanjana Ahmed et al. · 2022 · Science Advances
  12. Diffusion models with time-dependent parameters: An analysis of computational effort and accuracy of different numerical methods
    Thomas Richter, Rolf Ulrich, Markus Janczyk · 2023 · Journal of Mathematical Psychology
  13. Time perception of action photographs is more precise than that of still photographs
    Alessandro Moscatelli, Laura Polito, Francesco Lacquaniti · 2011 · Experimental Brain Research
  14. Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models
    Jan Drugowitsch · 2016 · Scientific Reports
  15. Reaction times as a measure of uncertainty.
    Claude Bonnet, Jordi Fauquet, Santiago Estaún · 2008 · PubMed
  16. Neural integrators for decision making: a favorable tradeoff between robustness and sensitivity
    Nicholas Cain, Andrea K. Barreiro, Michael Neil Shadlen, Eric Shea‐Brown · 2013 · Journal of Neurophysiology
  17. Temporal dynamics underlying perceptual decision making: Insights from the interplay between an attractor model and parietal neurophysiology
    KongFatt Wong‐Lin · 2008 · Frontiers in Neuroscience
  18. A Two-Stage Process Model of Sensory Discrimination: An Alternative to Drift-Diffusion
    Peng Sun, Michael S. Landy · 2016 · Journal of Neuroscience
  19. Threshold units: A correct metric for reaction time?
    Andrew J. Zele, Dingcai Cao, Joel Pokorny · 2007 · Vision Research
  20. Multiple timescales of learning indicated by changes in evidence-accumulation processes during perceptual decision-making
    Cochrane, Aaron, Sims, Chris R., Bejjanki, Vikranth R., Green, C. Shawn, Bavelier, Daphne · 2023 · npj Science of Learning
  21. A functional theory of bistable perception based on dynamical circular inference
    Pantelis Leptourgos, Vincent Bouttier, Renaud Jardri, Sophie Denève · 2020 · PLoS Computational Biology
  22. Reversing Bonferroni
    Gregory Francis, Evelina Thunell · 2021 · Psychonomic Bulletin & Review
  23. Tracking subjects’ strategies in behavioural choice experiments at trial resolution
    Silvia Maggi, Rebecca M Hock, Martin J. O’Neill, Mark J. Buckley, Paula M. Moran, Tobias Bast, Musa Basseer Sami, Mark D. Humphries · 2024 · eLife
  24. A population representation of the confidence in a decision in the parietal cortex
    Ariel Zylberberg, Michael Neil Shadlen · 2025 · Cell Reports
  25. The effect of expert knowledge on medical search: medical experts have specialized abilities for detecting serious lesions
    Ryoichi Nakashima, Chisaki Watanabe, Eriko Maeda, T. Yoshikawa, Izuru Matsuda, Soichiro Miki, Kazuhiko Yokosawa · 2014 · Psychological Research
  26. A Distinct Mechanism of Temporal Integration for Motion through Depth
    L. N. Katz, Jay A. Hennig, Lawrence K. Cormack, Alexander C. Huk · 2015 · Journal of Neuroscience
  27. Transcranial Direct Current Stimulation Does Not Influence the Speed–Accuracy Tradeoff in Perceptual Decision-making: Evidence from Three Independent Studies
    Gilles de Hollander, Ludovica Labruna, Roberta Sellaro, Anne C. Trutti, Lorenza S. Colzato, Roger Ratcliff, Richard B. Ivry, Birte U. Forstmann · 2016 · Journal of Cognitive Neuroscience
  28. Action observation: the less-explored part of higher-order vision
    Artem Platonov, Guy A. Orban · 2016 · Scientific Reports
  29. Persistent storage capability impairs decision making in a biophysical network model
    Dominic Standage, Martin Paré · 2011 · Neural Networks
  30. Modeling the effects of hypoglycemia on a two-choice task in adult humans.
    Jacqueline Geddes, Roger Ratcliff, Michael Allerhand, Russ Childers, Rohana J. Wright, Brian M. Frier, Ian J. Deary · 2010 · Neuropsychology
  31. Temporal trade-offs in psychophysics
    David L. Barack, Joshua I. Gold · 2016 · Current Opinion in Neurobiology
  32. Decision-Making, Behavioral Supervision and Learning: An Executive Role for the Ventral Premotor Cortex?
    Carlos Acuña, José L. Pardo‐Vázquez, Víctor Leborán · 2010 · Neurotoxicity Research
  33. On Reporting the Onset of the Intention to Move
    U. Maoz, L. Mudrik, Ram Rivlin, Ian B. Ross, A. Mamelak, G. Yaffe · 2014 · Oxford University Press eBooks
  34. Distinguishing Blocking From Attenuation in Visual Selective Attention
    Serap Yiǧit-Elliott, John C. Palmer, Cathleen M. Moore · 2011 · Psychological Science
  35. An Extra Dimension to Decision-Making in Animals: The Three-way Trade-off between Speed, Effort per-Unit-Time and Accuracy
    Adrian J. de Froment, Daniel I. Rubenstein, Simon A. Levin · 2014 · PLoS Computational Biology
  36. Visual perceptual training reconfigures post-task resting-state functional connectivity with a feature-representation region
    Mitra Taghizadeh Sarabi, Ryuta Aoki, Kaho Tsumura, Ruedeerat Keerativittayayut, Koji Jimura, Kiyoshi Nakahara · 2018 · PLoS ONE
  37. Confluence of Timing and Reward Biases in Perceptual Decision-Making Dynamics
    Maxwell Shinn, Daniel B. Ehrlich, Daeyeol Lee, John D. Murray, Hyojung Seo · 2020 · Journal of Neuroscience
  38. Apparent sunk cost effect in rational agents
    Torben Ott, Paul Masset, Thiago S. Gouvêa, Ádám Kepecs · 2022 · Science Advances
  39. Action Planning and the Timescale of Evidence Accumulation
    Konstantinos Tsetsos, Thomas A Pfeffer, Pia Jentgens, Tobias H. Donner · 2015 · PLoS ONE
  40. A conflict between spatial selection and evidence accumulation in area LIP
    Joshua A. Seideman, Terrence R. Stanford, Emilio Salinas · 2022 · Nature Communications
  41. Happy Times: Measuring Happiness Using Response Times
    Shuo Liu, Nick Netzer · 2023 · American Economic Review
  42. Piéron's Law Holds During Stroop Conflict: Insights Into the Architecture of Decision Making
    Tom Stafford, Leanne Ingram, KEVIN N. GURNEY · 2011 · Cognitive Science
  43. Saccadic brightness decisions do not use a difference model
    Dorion B. Liston, Leland S. Stone · 2013 · Journal of Vision
  44. Symbol Discrimination Speed in Children With Visual Impairments
    Annemiek D. Barsingerhorn, F. Nienke Boonstra, Jeroen Goossens · 2018 · Investigative Ophthalmology & Visual Science
  45. Timescales of Evidence Evaluation for Decision Making and Associated Confidence Judgments Are Adapted to Task Demands
    Rashed Harun, Elizabeth J. Jun, Heui Hye Park, Preetham Ganupuru, Adam B. Goldring, Timothy D. Hanks · 2020 · Frontiers in Neuroscience
  46. Motion discrimination under uncertainty and ambiguity
    Joke P. Kalisvaart, I. Klaver, Jeroen Goossens · 2011 · Journal of Vision
  47. The Determinants of Response Time in a Repeated Constant-Sum Game: A Robust Bayesian Hierarchical Model
    Leonidas Spiliopoulos · 2016 · Cognition
  48. Comparison of Perceptual and Motor Decisions Via Confidence Judgments and Saccade Curvature
    Pedro Cardoso-Leite, Andrei Goréa · 2009 · Journal of Neurophysiology
  49. Different Forms of Variability Could Explain a Difference Between Human and Rat Decision Making
    Quynh Nhu Nguyen, Pamela Reinagel · 2022 · Frontiers in Neuroscience
  50. Reward prospect affects strategic adjustments in stop signal task
    Valentina Giuffrida, Isabel Beatrice Marc, Surabhi Ramawat, Roberto Fontana, Lorenzo Fiori, Giampiero Bardella, Sabrina Fagioli, Stefano Ferraina, Emiliano Brunamonti, Pierpaolo Pani · 2023 · Frontiers in Psychology
  51. Characterization of decision commitment rule alterations during an auditory change detection task
    Bridgette Johnson, Rebeka Verma, Manying Sun, Timothy D. Hanks · 2017 · Journal of Neurophysiology
  52. Both saccadic and manual responses in the amblyopic eye of strabismics are irreducibly delayed
    Christina Gambacorta, Jian Ding, Suzanne P. McKee, Dennis M. Levi · 2018 · Journal of Vision
  53. Trading accuracy for speed over the course of a decision
    Gérard Derosière, David Thura, Paul Cisek, Julie Duqué · 2021 · Journal of Neurophysiology
  54. Linear Integration of Sensory Evidence over Space and Time Underlies Face Categorization
    Gouki Okazawa, Long Sha, Roozbeh Kiani · 2021 · Journal of Neuroscience
  55. Time compression increases with eccentricity: a magnocellular property
    Felipe Aedo-Jury, Delphine Pins · 2010 · Neuroreport
  56. Closed-Form Approximations of First-Passage Distributions for a Stochastic Decision-Making Model
    Tamara Broderick, KongFatt Wong‐Lin, Philip J. Holmes · 2010 · Applied Mathematics Research eXpress
  57. Tracking the contribution of inductive bias to individualised internal models
    Balázs Török, Dávid Nagy, Mariann M. Kiss, Karolina Janacsek, Dezső Németh, Gergő Orbán · 2022 · PLoS Computational Biology
  58. Clarifying the role of an unavailable distractor in human multiattribute choice
    Yinan Cao, Konstantinos Tsetsos · 2022 · eLife
  59. An assist for cognitive diagnostics in soccer (Part II): Development and validation of a task to measure working memory in a soccer-specific setting
    Simon Knöbel, Franziska Lautenbach · 2023 · Frontiers in Psychology
  60. Decision uncertainty as a context for motor memory
    Kisho Ogasa, Atsushi Yokoi, Gouki Okazawa, Morimichi Nishigaki, Masaya Hirashima, Nobuhiro Hagura · 2024 · Nature Human Behaviour
  61. Disentangling sources of variability in decision-making
    Jade S. Duffy, Mark A. Bellgrove, Peter R. Murphy, Redmond G O’Connell · 2025 · Nature reviews. Neuroscience
  62. A probabilistic, distributed, recursive mechanism for decision-making in the brain
    Javier A. Caballero, Mark D. Humphries, KEVIN N. GURNEY · 2018 · PLoS Computational Biology
  63. Perceptual, Attentional, and Executive Functioning After Real-Time Strategy Video Game Training: Efficacy and Relation to In-Game Behavior
    Paweł Dobrowolski, Maciek Skorko, Monika Myśliwiec, Natalia Kowalczyk‐Grębska, Jakub Michalak, Aneta Brzezicka · 2021 · Journal of Cognitive Enhancement
  64. Feature integration within and across visual streams occurs at different visual processing stages
    Clint J. Perry, Ahmed Tahiri, Mazyar Fallah · 2014 · Journal of Vision
  65. The use of visual search to assess attention
    BERNT CHRISTIAN SKOTTUN, John Robert Skoyles · 2006 · Clinical and Experimental Optometry
  66. The Timing of Vision – How Neural Processing Links to Different Temporal Dynamics
    Timothée Masquelier, Larissa Albantakis, Gustavo Deco · 2011 · Frontiers in Psychology
  67. Rapid, systematic updating of movement by accumulated decision evidence
    Manuel Molano‐Mazón, Alexandre Garcia-Duran, Jordi Pastor‐Ciurana, Lluís Hernández-Navarro, Lejla Bektic, Debora Lombardo, Jaime de la Rocha, Alexandre Hyafil · 2024 · Nature Communications
  68. An Expert Guide to Planning Experimental Tasks For Evidence-Accumulation Modeling
    Russell James Boag, Reilly James Innes, Niek Stevenson, Giwon Bahg, Jerome R. Busemeyer, Gregory E. Cox, Chris Donkin, Michael J. Frank, Guy E. Hawkins, Andrew Heathcote et al. · 2025 · Advances in Methods and Practices in Psychological Science
  69. Estimating the growth of internal evidence guiding perceptual decisions
    Casimir J. H. Ludwig, J. Rhys Davies · 2011 · Cognitive Psychology
  70. Reach target selection in humans using ambiguous decision cues containing variable amounts of conflicting sensory evidence supporting each target choice
    Émilie Coallier, John F. Kalaska · 2014 · Journal of Neurophysiology
  71. Interpreting temporal dynamics during sensory decision-making
    Aaron J. Levi, Alexander C. Huk · 2020 · Current Opinion in Physiology
  72. Secondary motor integration as a final arbiter in sensorimotor decision-making
    Tarryn Balsdon, Stijn Verdonck, Tim Loossens, Marios G. Philiastides · 2023 · PLoS Biology
  73. Look Before You Leap
    Alexandra Vlassova, Joel Pearson · 2013 · Psychological Science
  74. ChaRTr: An R toolbox for modeling choices and response times in decision-making tasks
    Chandramouli Chandrasekaran, Guy E. Hawkins · 2019 · Journal of Neuroscience Methods
  75. Trading off stimulus salience for identity: A cueing approach to disentangle visual selection strategies
    Davide Paoletti, Matthew D. Weaver, Christoph Braun, Wieske van Zoest · 2014 · Vision Research
  76. Optimal decision-making with time-varying evidence reliability
    Jan Drugowitsch, Rubén Moreno‐Bote, Alexandre Pouget · 2014 · neural information processing systems
  77. Population dynamics of choice representation in dorsal premotor and primary motor cortex
    Diogo Peixoto, Roozbeh Kiani, Chandramouli Chandrasekaran, Stephen I. Ryu, K.V. Shenoy, William T. Newsome · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
  78. Neuronal, mathematical, and molecular bases of perceptual decision-making in C. elegans
    Yuki Tanimoto, Koutarou D. Kimura · 2018 · Neuroscience Research
  79. Motion Perception in the Common Marmoset
    Shaun Liam Cloherty, Jacob L. Yates, Dina Graf, Gregory C. DeAngelis, Jude F. Mitchell · 2019 · Cerebral Cortex
  80. Ideal observer analysis for continuous tracking experiments
    Pierfrancesco Ambrosi, David C. Burr, Guido Marco Cicchini · 2022 · Journal of Vision
  81. The neural representation of sensorimotor transformations in a human perceptual decision making network
    Drew T. Erickson, Andrew S. Kayser · 2013 · NeuroImage
  82. Color Improves Speed of Processing But Not Perception in a Motion Illusion
    Carolyn J. Perry, Mazyar Fallah · 2012 · Frontiers in Psychology
  83. Using reaction times and binary responses to estimate psychophysical performance: an information theoretic analysis
    James V. Stone · 2014 · Frontiers in Neuroscience
  84. Temporal Integration of Auditory Information Is Invariant to Temporal Grouping Cues
    Andrew Liu, Joji Tsunada, Joshua I. Gold, Yale E. Cohen · 2015 · eNeuro
  85. How to discriminate conclusively among different models of decision making?
    David Thura · 2015 · Journal of Neurophysiology
  86. Anytime Prediction as a Model of Human Reaction Time
    Omkar S Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G. Pelli · 2020 · arXiv (Cornell University)
  87. Basal ganglia components have distinct computational roles in decision-making dynamics under conflict and uncertainty
    Nadja Rita Ging-Jehli, James F. Cavanagh, Minkyu Ahn, David J. Segar, Wael F. Asaad, Michael J. Frank · 2025 · PLoS Biology
  88. Archerfish fast-start decisions can take an additional variable into account
    Caroline P. Reinel, Stefan Schuster · 2016 · Journal of Experimental Biology
  89. Information foraging for perceptual decisions.
    Casimir J. H. Ludwig, David R. Evens · 2016 · Journal of Experimental Psychology Human Perception & Performance
  90. Fokker–Planck approach to neural networks and to decision problems
    Sebastian Vellmer, Benjamin Lindner · 2021 · The European Physical Journal Special Topics
  91. Perceptual Uncertainty Alternates Top-down and Bottom-up Fronto-Temporal Network Signaling during Response Inhibition
    Kaho Tsumura, Reiko Shintaki, Masaki Takeda, Junichi Chikazoe, Kiyoshi Nakahara, Koji Jimura · 2022 · Journal of Neuroscience
  92. 7T functional MRI finds no evidence for distinct functional subregions in the subthalamic nucleus during a speeded decision-making task
    Steven Miletić, Max Cornelis Keuken, Martijn Mulder, Robert Trampel, Gilles de Hollander, Birte U. Forstmann · 2022 · Cortex
  93. Multiplexed modulation of behavioral choice
    Chris Palmer, Megan N. Barnett, Saul Copado, Fred Gardezy, William B. Kristan · 2014 · Journal of Experimental Biology
  94. Discrimination of Regular and Irregular Rhythms Explained by a Time Difference Accumulation Model
    Marisol Espinoza-Monroy, Víctor de Lafuente · 2021 · Neuroscience
  95. Display Size Effects in Visual Search: Analyses of Reaction Time Distributions as Mixtures
    Ann Reynolds, Jeff O. Miller · 2008 · Quarterly Journal of Experimental Psychology
  96. Visual Search: Magno- and Parvocellular Systems or Color and Luminance Processes?
    BERNT CHRISTIAN SKOTTUN, John Robert Skoyles · 2008 · International Journal of Neuroscience
  97. Perceptual Decision Making
    Christopher K. Hauser, Emilio Salinas · 2014 · Encyclopedia of Computational Neuroscience
  98. Incorporation of a Cost of Deliberation Time in Perceptual Decision Making
    Shinichiro Kira, Ariel D Zylberberg, Michael Neil Shadlen · 2025 · Journal of Neuroscience
  99. Modeling the BOLD correlates of competitive neural dynamics
    James John Bonaiuto, Michael A. Arbib · 2013 · Neural Networks
  100. Multiplicative processes and power laws in human reaction times derived from hyperbolic functions
    José M. Medina · 2012 · Physics Letters A