SuperBruceJia / EEG-BayesianCNN

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

Home Page:https://github.com/SuperBruceJia/EEG-BayesianCNN

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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

About

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

https://github.com/SuperBruceJia/EEG-BayesianCNN

License:MIT License


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Language:Python 100.0%