Drosophila-inspired decision-making SNN

Run

“drosophila.py” includes the training phase and testing phase.

python drosophila.py

• Training Phase

green-upright T is safe and blue-inverted T is dangerous

• Testing Phase

For linear pathway and nonlinear pathway, choose between blue-upright T and green-inverted T, and count the PI values under different color intensity

Results

The following picture shows the linear (a) and nonlinear (b) pathways, the training and testing phases (c), and the PI values on different color intensities (d).