Reliance on Episodic vs. Procedural Systems in Decision-Making Depends on Individual Differences in Their Relative Neural Efficiency Yuxue C. YangCatherine SibertAndrea Stocco Original Paper 28 May 2024
Exploration–Exploitation Mechanisms in Recurrent Neural Networks and Human Learners in Restless Bandit Problems D. TuzsusA. BrandsJ. Peters Research Open access 24 May 2024
Where’s Waldo, Ohio? Using Cognitive Models to Improve the Aggregation of Spatial Knowledge Lauren E. MontgomeryCharles M. BaldiniMichael D. Lee Original Paper 08 April 2024 Pages: 242 - 254
Correction: A Sequential Sampling Approach to the Integration of Habits and Goals Chao ZhangArlette van WissenWijnand A. IJsselsteijn Correction Open access 12 March 2024
A Sequential Sampling Approach to the Integration of Habits and Goals Chao ZhangArlette van WissenWijnand A. IJsselsteijn Original Paper Open access 05 March 2024
Distracted by Previous Experience: Integrating Selection History, Current Task Demands and Saliency in an Algorithmic Model Neda MeibodiHossein AbbasiDominik Endres Original Paper Open access 29 February 2024 Pages: 268 - 285
Externally Provided Rewards Increase Internal Preference, but Not as Much as Preferred Ones Without Extrinsic Rewards Jianhong ZhuKentaro KatahiraTakashi Nakao Original Paper Open access 21 February 2024
What Makes a Good Theory, and How Do We Make a Theory Good? Olivia Guest Original Paper Open access 24 January 2024
Plausibility and Early Theory in Linguistics and Cognitive Science Giosuè BaggioAniello De SantoNancy Abigail Nuñez Original Paper 17 January 2024
Of Rodents and Primates: Time-Variant Gain in Drift–Diffusion Decision Models Abdoreza AsadpourHui TanKongFatt Wong-Lin Original Paper Open access 11 January 2024 Pages: 195 - 206
Joint Modelling of Latent Cognitive Mechanisms Shared Across Decision-Making Domains Niek StevensonReilly J. InnesBirte U. Forstmann Original Paper Open access 11 January 2024 Pages: 1 - 22
Actively Learning to Learn Causal Relationships Chentian JiangChristopher G. Lucas Original Paper Open access 05 January 2024 Pages: 80 - 105
An Integrated Computational Framework for the Neurobiology of Memory Based on the ACT-R Declarative Memory System Andrea StoccoPatrick RiceChristian Lebiere Original Paper Open access 28 December 2023 Pages: 129 - 149
A Dynamic Dual Process Model for Binary Choices: Serial Versus Parallel Architecture Adele Diederich Original Paper Open access 06 December 2023 Pages: 37 - 64
Bayesian Graphical Modeling with the Circular Drift Diffusion Model Manuel VillarrealAdriana F. Chávez De la PeñaMichael D. Lee Original Paper 04 December 2023 Pages: 181 - 194
How Do People Process Information from Automated Decision Aids: an Application of Systems Factorial Technology Cara M. KneelandJoseph W. HouptIon Juvina Original Paper 21 November 2023 Pages: 106 - 128
The Relationship Between Environmental Statistics and Predictive Gaze Behaviour During a Manual Interception Task: Eye Movements as Active Inference David HarrisSam VineTom Arthur Original Paper Open access 21 November 2023 Pages: 225 - 241
Accurate Approximations About the Truth from Literally False Messages Lauren A. OeyEdward Vul Original Paper 20 November 2023 Pages: 23 - 36
Quantifying Individual Variability in Neural Control Circuit Regulation Using Single-Subject fMRI Rajat KumarHelmut H. StreyLilianne R. Mujica-Parodi Original Paper Open access 09 November 2023 Pages: 556 - 568
Towards Dependent Race Models for the Stop-Signal Paradigm Hans ColoniusParia JahansaAdele Diederich Original Paper Open access 06 November 2023 Pages: 255 - 267
Modeling Time Cell Neuron-Level Dynamics Mustafa ZekiFuat Balci Original Paper 26 October 2023 Pages: 207 - 224
Probabilistic Choice Induced by Strength of Preference Daniel R. CavagnaroMichel Regenwetter Original Paper 26 September 2023 Pages: 569 - 600
An Extension and Clinical Application of the SIMPLE Model to the Free Recall of Repeated and Semantically Related Items Holly A. WestfallMichael D. Lee Original Paper 25 September 2023 Pages: 65 - 79
Online Simulator-Based Experimental Design for Cognitive Model Selection Alexander AushevAini PutkonenAndrew Howes Original Paper Open access 21 September 2023 Pages: 719 - 737
Dynamic Modeling of Visual Search Zainab Rajab MohamedDenis CousineauRichard M. Shiffrin Original Paper 08 September 2023 Pages: 601 - 625
Disaggregating Person- and Situation-Specific Heterogeneity: a Categorical Latent State-Trait Model Qimin LiuDavid A. Cole Original Paper 29 August 2023 Pages: 150 - 162
Humans Adopt Different Exploration Strategies Depending on the Environment Thomas D. FergusonAlona FysheOlave E. Krigolson Original Paper 15 August 2023 Pages: 671 - 696
Similarity-Based Compression in Working Memory: Implications for Decay and Refreshing Models Benjamin KowialiewskiBenoît LemaireSophie Portrat Original Paper Open access 03 August 2023 Pages: 163 - 180
Obtaining Stable Predicted Distributions of Response Times and Decision Outcomes for the Circular Diffusion Model Philip L. SmithPaul M. GarrettJason Zhou Original Paper Open access 02 August 2023 Pages: 543 - 555
A Tutorial on Bayesian Modeling of Change Across Time, Individuals, and Groups Emma KnightAndrew NealTimothy Ballard Original Paper Open access 10 July 2023 Pages: 697 - 718
Mixed Evidence for Gestalt Grouping in Deep Neural Networks Valerio BiscioneJeffrey S. Bowers Original Paper Open access 10 July 2023 Pages: 438 - 456
Examinations of Biases by Model Misspecification and Parameter Reliability of Reinforcement Learning Models Asako ToyamaKentaro KatahiraYoshihiko Kunisato Original Paper Open access 21 June 2023 Pages: 651 - 670
Feature Attention as a Control Mechanism for the Balance of Speed and Accuracy in Visual Search Thom GriffithFlorence J. TownendNathan F. Lepora Original Paper Open access 13 June 2023 Pages: 503 - 512
Convolutional Neural Networks Trained to Identify Words Provide a Surprisingly Good Account of Visual Form Priming Effects Dong YinValerio BiscioneJeffrey S. Bowers Original Paper Open access 02 June 2023 Pages: 457 - 472
Similarity-Based Interference in Sentence Comprehension in Aphasia: a Computational Evaluation of Two Models of Cue-Based Retrieval Paula LissónDario PaapeShravan Vasishth Original Paper Open access 01 May 2023 Pages: 473 - 502
A General Integrative Neurocognitive Modeling Framework to Jointly Describe EEG and Decision-making on Single Trials Amin Ghaderi-KangavariJamal Amani RadMichael D. Nunez Original Paper Open access 05 April 2023 Pages: 317 - 376
Reinforcement Learning Under Uncertainty: Expected Versus Unexpected Uncertainty and State Versus Reward Uncertainty Adnane Ez-ziziSimon FarrellCasimir J.H. Ludwig Original Paper Open access 20 March 2023 Pages: 626 - 650
Bayes Factors for Mixed Models: a Discussion Johnny van DoornJulia M. HaafFrederik Aust Original Paper Open access 16 February 2023 Pages: 140 - 158
Bayes Factors for Mixed Models: Perspective on Responses Johnny van DoornFrederik AustEric-Jan Wagenmakers Original Paper Open access 14 February 2023 Pages: 127 - 139
Comparing Probabilistic Accounts of Probability Judgments Derek Powell Original Paper 14 February 2023 Pages: 228 - 245
On Logical Inference over Brains, Behaviour, and Artificial Neural Networks Olivia GuestAndrea E. Martin Original Paper Open access 13 February 2023 Pages: 213 - 227
Stimulus Selection in a Q-learning Model Using Fisher Information and Monte Carlo Simulation Kazuya FujitaKensuke OkadaKentaro Katahira Original Paper 30 January 2023 Pages: 262 - 279
Temporal Structure in Sensorimotor Variability: A Stable Trait, But What For? Marlou Nadine PerquinMarieke K. van VugtAline Bompas Original Paper Open access 03 January 2023 Pages: 400 - 437
Reconstructing the Einstellung Effect Marcel BinzEric Schulz Original Paper 14 December 2022 Pages: 526 - 542
Switch It Up! How Context Influences the Efficiency of Redundancy Gains in a Peripheral Task Zachary L. HowardAlexander ThorpeElizabeth L. Fox Original Paper 05 December 2022 Pages: 195 - 212
What Happens After a Fast Versus Slow Error, and How Does It Relate to Evidence Accumulation? Karlye A. M. DamasoPaul G. WilliamsAndrew Heathcote Original Paper Open access 23 November 2022 Pages: 527 - 546
Discovering Common Hidden Causes in Sequences of Events Simon ValentinNeil R. BramleyChristopher G. Lucas Original Paper Open access 11 November 2022 Pages: 377 - 399
AI-Assisted Decision-making: a Cognitive Modeling Approach to Infer Latent Reliance Strategies Heliodoro TejedaAakriti KumarMark Steyvers Original Paper Open access 19 October 2022 Pages: 491 - 508
Measure-Theoretic Musings Cannot Salvage the Full Bayesian Significance Test as a Measure of Evidence Alexander LyEric-Jan Wagenmakers Original Paper Open access 28 September 2022 Pages: 583 - 589
Dynamic Cognitive States Explain Individual Variability in Behavior and Modulate with EEG Functional Connectivity During Working Memory Christine BeaucheneThomas HinaultSusan M. Courtney Original Paper 28 September 2022 Pages: 246 - 261
