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VMP 2022
Fire

Fire
at Virtual MathPsych/ICCM 2022

Neurocognitive modeling
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Details
Jul 10 @ 20:00 EDT - Jul 12 @ 19:59 EDT
Public session
Has a live component
Presentations
Neurocognitive modeling Q&A
Novel neuro-cognitive models can explore spatial attention's effect on perceptual decision making
Dr. Amin Ghaderi-Kangavari, Dr. Jamal Amani Rad, Dr. Michael D. Nunez
A neural index of resource availability: Unifying subsequent memory effect, primacy serial position effect, and word frequency effect
Si Ma, Dr. Ven Popov, Qiong Zhang
A Bayesian hierarchical model for EMG data
Dr. Quentin Gronau, Sauro Salomoni, Prof. Mark Hinder, Niek Stevenson, Dr. Dora Matzke, Prof. Andrew Heathcote
Incorporating exogenous and endogenous sources of evidence in recognition memory to explain trial-by-trial drift rate variability in the diffusion decision model
Mr. Jie Sun, Dr. Adam Osth
Evidence accumulation
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Details
Jul 10 @ 20:00 EDT - Jul 12 @ 19:59 EDT
Public session
Has a live component
Presentations
Evidence accumulation Q&A
Linear ballistic accumulator models of confidence and response time.
Ms. Haomin Chen, Prof. Andrew Heathcote, Dr. Jim Sauer, Matt Palmer, Dr. Adam Osth
EZ-CDM: easy estimation of circular diffusion model parameters
Mr. Hasan Qarehdaghi, Dr. Jamal Amani Rad
Open system model of choice and response time
Mr. Gunnar Epping, Dr. Peter Kvam, Tim Pleskac, Dr. Jerome Busemeyer
Defining one's boundaries: Exploration of the decision threshold parameter space during a reward maximisation task.
Mr. Erik Stuchlý, Gaurav Malhotra, Casimir Ludwig
Race Levy-Brownian model: An evidence accumulation model with both Levy flight and diffusion properties
Amir Hosein Hadian Rasanan, Dr. Nathan J Evans, Dr. Jamal Amani Rad
fddm: an R package for fitting the Ratcliff diffusion decision model
Mr. Kendal Foster, Dr. Henrik Singmann
Timing during gaps in the stimulus: A drift-diffusion analysis
Jason Zwicker, Prof. Elliot Ludvig, M. Francois Rivest
Poster meetup session
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Jul 10 @ 20:00 EDT - Jul 12 @ 19:59 EDT
Public session
Has a live component
Presentations
Discontinuities in function learning
Dr. John Anderson, Mr. Roderick Seow
Using GOMS to model individual differences in a competence assessment task
Mrs. Hadeel Ismail, Prof. Peter Cheng
A quantum walk framework for multialternative decision making
Mr. Adam Huang, Dr. Jerome Busemeyer
Predicting algorithmic complexity for individuals
Sara Todorovikj, Mr. Daniel Brand, Marco Ragni
Reverse-engineering of Boolean concepts: A benchmark analysis
Felix Kettner, Elisa-Maria Heinrich, Mr. Daniel Brand, Marco Ragni
Predicting learning in the troubleshooting task using a cognitive architecture-based task analysis
Frank E Ritter
Understanding adversarial decisions for different probing-action costs in a deception game via cognitive modeling
Mr. Harsh Katakwar, Palvi Aggarwal, Varun Dutt
How do humans revise spatial beliefs?
Mr. Johannes Mannhardt, Dr. Leandra Bucher, Mr. Daniel Brand, Marco Ragni
Using deep neural networks for modeling representational spaces: the prevalence and impact of rarely-firing nodes
Nhut Truong, Dr. Uri Hasson
Virtual ICCM II
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Details
Jul 10 @ 20:00 EDT - Jul 12 @ 19:59 EDT
Public session
Has a live component
Presentations
Virtual ICCM II Q&A
Combining EEG and a cognitive model to infer the time course of game play
Dr. Jon Fincham, Dr. Caitlin Tenison, Dr. John Anderson
Towards a method for evaluating convergence across modeling frameworks
Dr. Lorraine Borghetti, Dr. Christopher Fisher, Prof. Joe Houpt, Dr. Leslie Blaha, Dr. Glenn Gunzelmann, Christopher Adam Stevens
Modeling of multi-defender collaboration in a cyber-security scenario
Yinuo Du, Palvi Aggarwal, Kuldeep Singh, Prof. Cleotilde (Coty) Gonzalez
Estimating phonological awareness with interactive cognitive models: Feasibility study manipulating participants' auditory characteristics
Mr. Jumpei Nishikawa, Prof. Junya Morita
Fast talk session
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Details
Jul 10 @ 20:00 EDT - Jul 12 @ 19:59 EDT
Public session
Has a live component
Presentations
Effects of parameter prior variation on posterior distribution response times for an Item Response Theory diffusion model
Mr. Ritesh Malaiya
Does memory noise follow Weber’s Law? An investigation in one temporal binding dataset
Laura Saad, Julien Musolino, Prof. Pernille Hemmer
A comparison of retrofitting multiple knowledge structures to a cognitive diagnostic assessment
Ms. Evelyn Le, Mr. Ashwin Somasundaram, Mr. Ritesh Malaiya, Prof. Richard Golden
Testing the KRK predictions: Testing knowledge too much leads to learning
Sarah Ricupero, Frank E Ritter, Ashley McDermott, Mr. Jacob Oury, Deja Workman
Categorization with multiple items: Empirical and modeling results
Sean Conway, Andrew Cohen
Modeling asymmetric human exploratory choice behavior across the gain and loss domains
Alexandra Ortmann, Christian Luhmann
What is more democratic, a stone or a feather? Predicting nonsensical choices using high-dimensional vector representations obtained from a semantic space model
Dr. David Izydorczyk, Prof. Arndt Bröder
How to know what you should know: Implications of the choice of prior distribution on the behavior of adaptive design optimization
Sabina J. Sloman, Daniel Cavagnaro, Stephen Broomell, Daniel Oppenheimer
Keep your eyes on the sky: task prioritisation under high workload in aviation
Dr. Alexander Thorpe
Using the association rule mining in psychological research: A case study of trauma data
Dr. Hojjatollah Farahani, Dr. Marija Blagojević, Dr. Parviz Azadfallah, Dr. Piotr Oles
Separating the roles of orthographic and semantic information in the neural correlates of evidence accumulation for lexical decision-making
Hang Yang, Dr. Marieke Van Vugt
Analogical transfer in multi-attribute decision making
Jun Fang, Lael Schooler
Determining natural prototypes with a mathematical theory of subjective information
Ronaldo Vigo, Mr. Jay Wimsatt, Charles Doan, Ms. Abigail Sedziol, Mr. Raghvendra Yadav, Mr. Cody Ross
Extending signal detection theory to the analysis of generalization and other tasks using continuous responses to multiple items
Fabian Soto
matstanlib: A MATLAB library for visualization, processing, and analysis of output from Bayesian models in Stan
Dr. Beth Baribault
Capacity predictions of nested architectures: application to visual perception across the hemispheres
Dr. Allan Collins, Gaojie Fan, Ms. Peyton Corbi, Robin D. Thomas
Past sessions
Neurocognitive modeling
6
 Evidence accumulation
9
 Poster meetup session
10
 Virtual ICCM II
6
 Fast talk session
17
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