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Encoding based RSA

Models:

Computer vision models

VGG19 Mobilenet-v2 Resnet50

Word embedding models

Fast Text GloVe Word2vec-2012

Results

Group-level average - 10mm RSA - baseline-1

Correlation Randomise p values

Group-level average - 10mm encoding - baseline-2

Correlation Randomise p values

Group-level average - 10mm encoding-based RSA

R2 score Randomise p values

Group-level average - 10mm encoding-based + feature selection RSA

Correlation Randomise p values

Group-level average - 10mm decoding-encoding-based RSA

Correlation Randomise p values

Group-level average - 10mm encoding-based brain-to-brain RSA

Correlation Randomise p values

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encoding python3 fmri-data-analysis representation-similarity-analysis

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GPL-2.0 license
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