Fundamentals of TRF-analyses in Python

A demo of the mTRFpy Python toolbox for modeling neural responses to continuous stimuli.

Author

Ole Bialas

Published

Tuesday, the 19th of September, 2023

Abstract
In this talk, presented at an online workshop of the Cognition and Natural Sensory Processing Initiative, I demonstrate the mTRFpy toolbox for estimating the Temporal Receptive Fields (TRFs) of neural responses to continuous stimuli (e.g. naturalstic speech). I first give an overview of the core functions of mTRFpy and then use simulated data to show how TRFs can recover neural responses from noisy data.
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