Tree Receptive Fields

This repository is associated with the following paper:

Xiaopeng Li*, Zhourong Chen* and Nevin L. Zhang. Building Sparse Deep Feedforward Networks using Tree Receptive Fields. IJCAI 2018.

Environment Requirements

The dataset for Agnews is put under dataset/ for demo. To run the program with Agnews dataset, simply run

bash run-test_treeconvfc-agnews.qsub.sh

The driving script for TRFNet with global neurons is test_treeconvfc.py. The driving script for TRFNet with TRF neurons only is test_treeconv.py.