The implementation of Representational Similarity Encoding

This is the python implementation of Representational Similarity Encoding in Anderson et al., (2016). The estimator partially complies with scikit-learn.

Simulation

We can test the estimator using a random dataset.

python simulator.py

Reference

Anderson, A. J., Zinszer, B. D., & Raizada, R. D. S. (2016). Representational similarity encoding for fMRI: Pattern-based synthesis to predict brain activity using stimulus-model-similarities. NeuroImage, 128, 44–53. https://doi.org/10.1016/j.neuroimage.2015.12.035