CSCI-544-Group-17/progressive-neural-network

Progressive Neural Networks (PNNs) are a fundamental architecture-based continual learning concept that offer explicit support for transferring knowledge across incremental tasks, creating dedicated sub-networks for each task and enabling lateral knowledge transfer.

progressive-neural-network

Progressive Neural Networks (PNNs) are a fundamental architecture-based continual learning concept that offer explicit support for transferring knowledge across incremental tasks, creating dedicated sub-networks for each task and enabling lateral knowledge transfer.

Detailed algorithms can be found below:

ANN

PNN

FNN

REPEAT

The REPEAT continual learning algorithm is defined below: