Ankur Mali

Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively.

2019 · arXiv (Cornell University)

In lifelong learning systems, especially those based on artificial neural networks, one of the biggest obstacles is the severe inability to retain old knowledge as new information is encountered. This phenomenon is known as catastrophic …