/EEG-BayesianCNN

This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.

Primary LanguagePythonMIT LicenseMIT

BayesianCNN for EEG Signals Classification

This is an EEG Signals Classification based on Bayesian Convolutional Neural Network via Variational Inference.

Traditional CNNs VS Bayesian CNNs

Filter weight distributions in a Bayesian Vs Frequentist approach

Distribution over weights in a CNN's filter.

Fully Bayesian perspective of an entire CNN

Distributions must be over weights in convolutional layers and weights in fully-connected layers.

License

MIT License