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A Parameter Estimation Method for Dynamic ...
ScienceDirect.com
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由 DJ Thilakarathne 著作2015被引用 5 次 — A parameter estimation approach for dynamic cognitive models is presented here by combining improved Particle Swarm Optimization (PSO) and Constraint ...
A Parameter Estimation Method for Dynamic ...
ScienceDirect.com
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由 DJ Thilakarathne 著作2015被引用 5 次 — In this paper, a generic approach for parameter estimation in dynamic computational cognitive models is presented by combining CS and improved PSO techniques.
A Parameter Estimation Method for Dynamic Computational ...
Vrije Universiteit Amsterdam
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Vrije Universiteit Amsterdam
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A dynamic computational cognitive model can be used to explore a selected complex cognitive phenomenon by providing some features or patterns over time.
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Parameter Inference for Computational Cognitive Models ...
National Institutes of Health (NIH) (.gov)
https://pmc.ncbi.nlm.nih.gov › articles
National Institutes of Health (NIH) (.gov)
https://pmc.ncbi.nlm.nih.gov › articles
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由 A Kangasrääsiö 著作2019被引用 70 次 — This paper addresses a common challenge with computational cognitive models: identifying parameter values that are both theoretically plausible and generate ...
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A Parameter Estimation Method for Dynamic Computational Cognitive Models ... A Computational Cognitive Model Integrating Different Emotion Regulation Strategies.
(PDF) Artificial neural networks for model identification and ...
ResearchGate
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ResearchGate
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2024年12月10日 — We show that we can adequately perform both parameter estimation and model identification using our ANN approach, including for models that ...
Neural superstatistics for Bayesian estimation of dynamic ...
Nature
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Nature
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由 L Schumacher 著作2023被引用 16 次 — We develop and validate a simulation-based deep learning method for Bayesian inference, which can recover both time-varying and time-invariant parameters.
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Computational cognitive modeling is an important tool for understanding the processes supporting human and animal decision-making.
Artificial neural networks for model identification and ...
National Institutes of Health (NIH) (.gov)
https://pmc.ncbi.nlm.nih.gov › articles
National Institutes of Health (NIH) (.gov)
https://pmc.ncbi.nlm.nih.gov › articles
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由 M Rmus 著作2024被引用 10 次 — Computational cognitive models translate scientific theories into algorithms using simple equations with a small number of interpretable parameters to make ...
Latent Variable Sequence Identification for Cognitive ...
arXiv
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2024年12月19日 — Here, we present a simulation-based approach that leverages recurrent neural networks to map experimental data directly to the targeted latent ...
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