Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures

Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash

The ability to learn continuously from an incoming data stream without catastrophic forgetting is critical to designing intelligent systems. Many approaches to continual learning r…