Computational neuroscience

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Figure 2: Examples of the four roles of supervised machine learning in neuroscience. 1 - ML can solve engineering problems. For example, it can help researchers control a prosthetic limb using brain activity. 2 - ML can identify predictive variables. For example, by using MRI data, we can identify which brain regions are most predictive for diagnosing Alzheimer’s disease (Lebedev et al. 2014). 3 - ML can benchmark simple models. For example, we can compare the predictive performance of the…

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