Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning

Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash

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