Rusty Spike SNN Simulation

Stats

32.00% accuracy on MNIST

Todo

• Image normalisation
• Check refractory_period
• Self balancing or hyperparam calculator/matrix/tuning tool
• Graphing / visualisations / csv outputs / logging
• Image jitter/warping/blending to make extra training data

References

https://github.com/cowolff/Simple-Spiking-Neural-Network-STDP https://medium.com/thedeephub/understand-spiking-neural-network-through-code-implementation-8b48fc7f096b