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SMP 2023
de Groot | C1.04

de Groot | C1.04
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Symposium: Deep Learning for Cognitive Modeling
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Details
Jul 19 @ 09:00 UTC - Jul 19 @ 11:00 UTC
In-person session
Presentations
Integrative neurocognitive approaches to understanding cognition through simultaneous analysis of EEG and behavioral data on single trials
Dr. Amin Ghaderi-Kangavari, Dr. Jamal Amani Rad, Dr. Michael D. Nunez
Comparing Bayesian hierarchical models: A deep learning method with cognitive applications
Lasse Elsemüller, Dr. Martin Schnuerch, Paul-Christian Bürkner, Stefan Radev
Time to jump: Exploring the distribution of noise in evidence accumulation as a function of time pressure
Julia Liss, Dr. Mischa von Krause, Eva Marie Wieschen, Lasse Elsemüller, Veronika Lerche
Neural superstatistics for bayesian estimation of dynamic cognitive models
Mr. Lukas Schumacher, Stefan Radev, Andreas Voss, Paul-Christian Bürkner
Fading memory, waning attention: Modeling output interference with a dynamic diffusion model
Dr. Martin Schnuerch, Selina Zajdler, Mr. Lukas Schumacher
Compressing Bayesian Inference with Information Maximization
Stefan Radev
ICCM Keynote: Prof. Mateja Jamnik
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Jul 19 @ 14:00 UTC - Jul 19 @ 15:00 UTC
Public session
Presentations
How can we make trustworthy AI?
Prof. Mateja Jamnik
ICCM: Neuroscience I
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Details
Jul 20 @ 09:00 UTC - Jul 20 @ 10:40 UTC
In-person session
Presentations
A neural network simulation of event-related potentials in response to syntactic violations in second-language learning
Stephan Verwijmeren, Stefan Frank, Hartmut Fitz, Mr. Yung Han Khoe
Improving Reinforcement Learning with Biologically Motivated Continuous State Representations
Dr. Madeleine Bartlett, Kathryn Simone, Ms. Nicole Dumont, Dr. Michael Furlong, Chris Eliasmith, Prof. Jeff Orchard, Terry Stewart
Novelty Detection, Insect Olfaction, Mismatch Negativity, and the Representation of Probability in the Brain
Terry Stewart, Dr. Michael Furlong, Kathryn Simone, Dr. Madeleine Bartlett, Prof. Jeff Orchard
Resource demands of an implementationist approach to cognition
Federico Adolfi, Iris van Rooij
Single neuron distribution modelling for anomaly detection and evidence integration
Dr. Michael Furlong, Dr. Madeleine Bartlett, Terry Stewart, Chris Eliasmith
Estes Early Career Award Lecture: Dr. Adam Osth
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Jul 20 @ 14:00 UTC - Jul 20 @ 15:00 UTC
Public session
Presentations
Novelty rejection in episodic memory
Dr. Adam Osth
Knowledge Spaces
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Details
Jul 20 @ 15:20 UTC - Jul 20 @ 17:00 UTC
In-person session
Presentations
Procedures for constructing minimal, yet maximally informative tests for skill assessment
Prof. Pasquale Anselmi, Juergen Heller, Luca Stefanutti, Prof. Egidio Robusto
Toward a unified perspective on assessment models, a perspective on KST, CDA, and IRT
Dr. Stefano Noventa, Juergen Heller, Prof. Augustin Kelava
Modeling symmetries in human problem solving and problem space homomorphisms
Dr. Andrea Brancaccio, Dr. Debora de Chiusole, Luca Stefanutti
On the identifiability of the Polytomous Local Independence Model (PoLIM)
Prof. Andrea Spoto, Luca Stefanutti
The dimension of a knowledge space
Luca Stefanutti
MathPsych Keynote: Prof. Birte Forstmann
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Jul 21 @ 14:00 UTC - Jul 21 @ 15:00 UTC
Public session
Presentations
Decision Mechanisms in Deep Brain Networks: A joint modeling approach
Prof. Birte Forstmann
Memory
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Details
Jul 21 @ 15:20 UTC - Jul 21 @ 17:00 UTC
In-person session
Presentations
Measurement of memory
Prof. John Dunn, Dr. Laura Anderson
ROC Asymmetry and the Target-Probe Invariance Assumption in Recognition Memory
Dr. Constantin Meyer-Grant, David Kellen, Dr. Henrik Singmann, Prof. Christoph Klauer
Improving Memory Search through Model-Based Cue Selection
Charlotte Cornell, Kenneth A. Norman, Thomas L. Griffiths, Qiong Zhang
Retrieving dynamically and effectively from memory (D-REM): A recognition memory model with dynamic decision making mechanism
Deniz Pala, Asli Kilic
Order-Constrained Models of Memory
Dr. Joseph Sommer, Prof. Pernille Hemmer, Michel Regenwetter, Daniel Cavagnaro
Past sessions
Symposium: Deep Learning for Cognitive Modeling
6
 Symposium: Complex Systems Analysis in Mental Health Research
4
 ICCM Keynote: Prof. Mateja Jamnik
1
 Evidence-Accumulation Models: Caution and Prior Probability
4
 ICCM: Neuroscience I
5
 Symposium: The Emerging Field of Bayesian Graphical Modeling in Psychology
5
 Estes Early Career Award Lecture: Dr. Adam Osth
1
 Knowledge Spaces
5
 Symposium In Honor of AAJ Marley
10
 MathPsych Keynote: Prof. Birte Forstmann
1
 Memory
5
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