Cover Image

Model-Behavior Alignment under Flexible Evaluation: When the Best-Fitting Model Isn't the Right One

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Avitan, Itamar, Golan, Tal
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application
by: Schumacher, Lukas, et al.
Published: (2023)

Projected Normal Distribution: Moment Approximations and Generalizations
by: Herrera-Esposito, Daniel, et al.
Published: (2025)

A Causal Formulation of Spike-Wave Duality
by: Jalaldoust, Kasra, et al.
Published: (2025)

A Generalized Framework of Antisymmetric Polyspectral Indices for Identifying High-Order Neural Interactions
by: Basti, Alessio, et al.
Published: (2026)

NEST: Neural Estimation by Sequential Testing
by: Bruin, Sjoerd, et al.
Published: (2024)

Multilevel Monte Carlo for a class of Partially Observed Processes in Neuroscience
by: Maama, Mohamed, et al.
Published: (2023)

Multiscale Comparative Connectomics
by: Gopalakrishnan, Vivek, et al.
Published: (2020)

Topological Data Analysis for Multivariate Time Series Data
by: Bourakna, Anass El Yaagoubi, et al.
Published: (2022)

Multi-object Data Integration in the Study of Primary Progressive Aphasia
by: Gutierrez, Rene, et al.
Published: (2024)

Spectral Topological Data Analysis of Brain Signals
by: El-Yaagoubi, Anass B., et al.
Published: (2023)

Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
by: El-Yaagoubi, Anass B., et al.
Published: (2024)

SequentialSamplingModels.jl: Simulating and Evaluating Cognitive Models of Response Times in Julia
by: Fernandez, Kianté, et al.
Published: (2024)

Stochastic Graph Heat Modelling for Diffusion-based Connectivity Retrieval
by: Goerttler, Stephan, et al.
Published: (2024)

How can methods for classifying and clustering trajectories be used for prevention trials? An example in Alzheimer's disease area
by: Bougel, Céline, et al.
Published: (2025)

Multi-faceted Neuroimaging Data Integration via Analysis of Subspaces
by: Ackerman, Andrew, et al.
Published: (2024)

Tests for partial correlation between repeatedly observed nonstationary nonlinear timeseries
by: Harris, Kenneth D., et al.
Published: (2021)

Statistical Tools for Frequency Response Functions from Posture Control Experiments: Estimation of Probability of a Sample and Comparison Between Groups of Unpaired Samples
by: Lippi, Vittorio
Published: (2025)

Topologically Invariant Permutation Test
by: Dakurah, Sixtus
Published: (2025)

Attention for Causal Relationship Discovery from Biological Neural Dynamics
by: Lu, Ziyu, et al.
Published: (2023)

The Topology and Geometry of Neural Representations
by: Lin, Baihan, et al.
Published: (2023)

Feature leakage and the identifiability of direct-dependency entropy models of neural activity
by: Safaai, Houman, et al.
Published: (2026)

Pop-out vs. Glue: A Study on the pre-attentive and focused attention stages in Visual Search tasks
by: Beukelman, Hendrik, et al.
Published: (2024)

A Paradigm Shift in Human Neuroscience Research: Progress, Prospects, and a Proof of Concept for Population Neuroscience
by: Zhou, Zi-Xuan, et al.
Published: (2022)

Fitting, Evaluating, and Comparing Cognitive Architecture Models Using Likelihood: A Primer With Examples in ACT-R
by: Stocco, Andrea, et al.
Published: (2024)

Evaluating the effects of high-throughput structural neuroimaging predictors on whole-brain functional connectome outcomes via network-based vector-on-matrix regression
by: Lu, Tong, et al.
Published: (2023)

Functional Linear Non-Gaussian Acyclic Model for Causal Discovery
by: Yang, Tian-Le, et al.
Published: (2024)

On Agentic Behavioral Modeling
by: Ostwald, Dirk, et al.
Published: (2026)

Extracting the Multiscale Causal Backbone of Brain Dynamics
by: D'Acunto, Gabriele, et al.
Published: (2023)

Stable Filtering for Efficient Dimensionality Reduction of Streaming Manifold Data
by: Bertrand, Nicholas P., et al.
Published: (2026)

Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
by: Zhu, Yu, et al.
Published: (2025)

Beyond Sight: Probing Alignment Between Image Models and Blind V1
by: Granley, Jacob, et al.
Published: (2024)

Integrated Ising Model with global inhibition for decision making
by: Tapinova, Olga, et al.
Published: (2024)

Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding
by: Pei, Alexander
Published: (2025)

Gravity Prior and Temporal Horizon Shape Interceptive Behavior under Active Inference
by: Russo, Marta, et al.
Published: (2025)

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
by: Höfling, Larissa, et al.
Published: (2026)

A Sensing Whole Brain Zebrafish Foundation Model for Neuron Dynamics and Behavior
by: Vegas, Sam Fatehmanesh, et al.
Published: (2025)

Optimal Calibration of the endpoint-corrected Hilbert Transform
by: Osmers, Eike, et al.
Published: (2026)

Decoding Alignment without Encoding Alignment: A critique of similarity analysis in neuroscience
by: Bertram, Johannes, et al.
Published: (2026)

Robust Evaluation of Neural Encoding Models via ground-truth approximation
by: Di Liberto, Giovanni M.
Published: (2026)

Sensitivity analysis enlightens effects of connectivity in a Neural Mass Model under Control-Target mode
by: Vallet, Anaïs, et al.
Published: (2025)