Mirco-Nani/Synthetic-Gradients

An implementation of "Decoupled Neural Interfaces using Synthetic Gradients"

Synthetic-Gradients

My attempt to implement Decoupled Neural Interfaces using Synthetic Gradients

The models are built using Tensorflow 1.0.0
A working decoupled model using synthetic gradients tested on a fully-connected neural net trained on MNIST can be found in:
tensorflow/scripts_dev/experiments/exp06.py

The original non-decoupled network trained on MNIST can be found in:
tensorflow/scripts_dev/working_mnist.ipynb