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Infórmese sobre el funcionamiento del gobierno federal y el reinicio de las actividades en opm.gov
National Institutes of Health National Institute of Mental Health

Can we relate machine learning models to brain signals?

September 2019
Jessica Schrouff class=
Jessica Schrouff , Google Health
Part of The Machine Learning in Brain Imaging Series

Machine learning models are increasingly being used to study cognitive neuroscience or investigate clinical neuroscience questions. However, there are various limitations that can prevent from inferring direct relationships between the obtained model and underlying brain signals. In this talk, we will discuss these limitations with a focus on linear model weights and confounding factors, as well as explore promising avenues of research.