Comparison of Neuronal Attention Models

This repo regroups the results of this research paper: https://arxiv.org/abs/1912.03467

Results

Multiple training configurations were tested to understand the impact of each parameter on the Attention model.

Visualization

To visualize the results of each training using Tensorboard :

1. Open the Anaconda Prompt
2. Change dir to the root of the project
3. Tensorboard --logdir logs/
4. Open this link http://localhost:6006/

Dependencies

Details in ./environment.yml

References

The original source code was provided by https://github.com/tianyu-tristan/Visual-Attention-Model/tree/master/MNIST/ram