/Sefron

Spiking Neural network

Primary LanguagePython

 
Run
# python main.py

New Dataset
# Add new dataset from main.

Hyperparameter initialization.
# parameter Edit in parameter_intialized.py file.

Classification
# Works for binary Classification.

Demo
# synthetic dataset with 2 input used For training and tested  Demo. 

Tested on
# Tested on multiple datasets LIVER, Inosphere, WBC, PIMA.

**Reference**
SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification.
Jeyasothy A, Sundaram S, Sundararajan N.