US Bank Conference Theater
at Ohio Union
at Ohio Union
Perception
Details
Jul 26 @ 09:00 UTC
- Jul 26 @ 10:20 UTC
Public session
Presentations
Multisensory and multimodal suppressive neurons implement a nonlinear weighted sensory combination that mimics Bayesian combination
Cognitive and Computational Insights into Motion Perception Differences in Dyslexia: Insights from Discrete- and Continuous-Outcome Decision Dynamics
Quantifying the contributions of left and right ears to binaural auditory detection
Clinical Models
Details
Jul 26 @ 10:40 UTC
- Jul 26 @ 12:00 UTC
Public session
Presentations
Neural self-excitation: a one-parameter model of the autism spectrum
Decoding Decision-Making in Substance Use: A Systematic Review of IGT Computational Models
Naturalistic paradigms for advancing the understanding of real-world addictive behaviors
Time
Details
Jul 26 @ 14:40 UTC
- Jul 26 @ 16:00 UTC
Public session
Presentations
Seemingly different, yet the same: Discounting models as a special case of the autoregressive models
A Stochastic Delay Differential Equation Model for Driving Performance Under Dual Task Conditions
Data-driven model discovery for coupled time series
Bayesian Methods
Details
Jul 27 @ 09:00 UTC
- Jul 27 @ 10:20 UTC
Public session
Presentations
Bayesian hierarchical factor analysis for model-based psychological research
New Developments in Distribution-Free Bayesian Analyses
Modeling Individual Differences in Real-World Settings: A Bayesian Hierarchical Factor Approach
Scalable Bayesian methods for cognitive psychometrics
Neurocognitive Joint Models Symposium
Details
Jul 27 @ 10:40 UTC
- Jul 27 @ 12:20 UTC
Public session
Model-based cognitive neuroscience integrates cognitive models with brain data to model mechanistic connections between neural computations and the cognitive processes they purport to underlie. Recent methodological advancements have enabled such modeling to occur at the trial level, modeling momentary variations in cognitive processes and linked brain states. This has led to major advances in our theoretical understanding of brain-behavior links and demonstrated considerable benefits over traditional methods of analysis in neuroscience. This symposium brings together cutting-edge research on neurocognitive joint modeling to refine our understanding of brain-behavior relationships across diverse domains and the methodologies developed for these advancements. Talks will begin with foundational methodological research questions in joint modeling, including methods for refining linking functions (Turner; fMRI) and the pros/cons of different model architectures (Nunez; EEG). Subsequent talks will cover how various applications of joint modeling can be used to advance our understanding of decision-making across multiple domains and populations. This will include how neural and oculomotor signals support decisions across perceptual/value-based contexts (Fernandez; EEG/eye-tracking); subcortical contributions to decision urgency and reward processing (Miletić; fMRI); and testing the feasibility and translational utility of joint modeling in psychiatric disorders, including schizophrenia and bipolar disorder (Lasagna; EEG). This symposium will provide a comprehensive overview of recent methodological advances in neurocognitive joint modeling, offering new perspectives on how these approaches can refine our understanding of decision-making in both typical and clinical populations.
Presentations
Single-trial neurocognitive joint modeling: feasibility and translational utility in psychiatric samples
Neurocognitive Joint Models: Foundations and Applications
The costs and benefits of different neurocognitive modeling structures that use single-trial EEG measures
Constraining the Link between Brain and Behavior
Contrasting Neural Computations Between Value-Based and Perceptual Decision Processes
Joint models reveal human subcortical underpinnings of choice and learning behaviour
Perspectives
Details
Jul 27 @ 15:00 UTC
- Jul 27 @ 16:00 UTC
Public session
Presentations
Recent Results in State-Trace Analysis
Re-assessing the role of operational definitions in psychology
How to Cast and Evaluate Moral Theories as Competing Parsimonious Models of Choice
Planning & Dynamics
Details
Jul 28 @ 09:00 UTC
- Jul 28 @ 10:20 UTC
Public session
Presentations
Dynamics in preferential decision-making
The effects of complexity on dynamic decision making strategies
Consequential inconsistency in dynamic decision making
Toward the cognitive modeling of dynamic decision making
Evidence Accumulation
Details
Jul 28 @ 10:40 UTC
- Jul 28 @ 12:00 UTC
Public session
Presentations
A two-stage drift diffusion model of the sense of agency
Rushed Decisions Rely on Confirmation Bias, Not Less Caution: A New Account of the SpeedAccuracy Trade-Off.
Model Mimicry between the Decision Diffusion Model and the Dual Diffusion Model
Degeneracy in Embodied Choice
Prediction & Perception
Details
Jul 28 @ 15:00 UTC
- Jul 28 @ 16:00 UTC
Public session
Presentations
The Uncertainty Trap: Thresholds, Noise, and Time Preference Inconsistency
Computational modeling of implicit and explicit ensemble perception
Do people predict others’ decisions by repeated sampling of simulated outcomes?