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Code repository for experiments with Phaseless Alignment Learning

This repo contains experiments and links to other simulations implementing PAL.

The paper "Learning efficient backprojections across cortical hierarchies in real time" is available at https://arxiv.org/abs/2212.10249

Three separate setups were used for experiments:

  1. Figures 3 and 4a,b and Supplement Figures 1 and 3: Dendritic microcircuit simulator. THIS FOLDER
  2. Figures 4c,d,e,f and Supplement Figure 2: Dendritic microcircuit simulator based on GeNN. THIS REPO
  3. Figure 5 and 6: Based on Generalized Latent Equilibrium codebase. THIS FOLDER

To run a specific setup, please go to the corresponding repo/folder.