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The Algonauts challenge is about predicting the object representations in theform of Representational Dissimilarity Matrices (RDMS) derived from visualbrain regions. We used a customized deep learning model using the concept ofSiamese networks and group convolutions to predict neural distancescorresponding to a pair of images. Training data was best explained bydistances computed over the last layer.

Predicting population neural activity in the Algonauts challenge using end-to-end trained Siamese networks and group convolutions