New publication applying gated multilayer perceptrons to the ERG for classification of ASD using a Deep Learning model from light adapted recordings in 30 ASD and 20 control children and adolescents. The Perceptrons look for differences in teh shape of the waveform and provide a novel approach to developing classification models of neurological conditions in which the ERG may be atypical.
We obtained a good overall accuracy at classification of > 85%
See the full paper here: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10495056
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