RL applications for glmdenoise?

[krista bond]

Hey everyone, 

Has anyone seen glmdenoise used in a reinforcement learning context? The examples shown in the original paper seem to focus on visual neuroscience experiments. I did a quick search for RL papers that use glmdenoise but didn't see anything, so thought I'd ask. 

Thanks in advance for your help!

Krista 

[Kendrick Kay]

Hi Krista - 

I am not aware of those types of studies specifically. I guess, the only and main concern would be whether the assumptions of the method are met. The main assumption here being: do you have experimental conditions that are expected to evoke reliable/consistent BOLD responses across trials in your experiment?  If you have an experiment where every trial is expected to unique/different, then this type of experiment would be challenging to denoise with high confidence of accuracy.

Kendrick

--

Kendrick Kay (k...@umn.edu)

Assistant Professor

Center for Magnetic Resonance Research
University of Minnesota

http://cvnlab.net

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[krista bond]

Thanks, Kendrick! My labmates and I may have figured out a solution. If this works out, then I'll post about it so that there's somewhere to start for anyone else interested in RL applications.