This repository has been archived by the owner on Nov 2, 2024. It is now read-only.

fpga_snn_models

A repository FPGA-friendly SNN models

Requirements

Python 3
NumPy
PyTorch
BindsNET

Scripts

`snn_simulation.py`

A script to simulate the network to get the approximate integer weights to load onto the FPGA.

`snn_weight_analysis.py`

A script to extract the weights from the network and convert them into 16 bit hex values.

`snn_fpga_simulation.py`

A script to test the extracted weights with the original test data and evaluate the classification accuracy.