K. Sai Namrataa Chowdary

Enhancing Sequential Learning with a Hybrid EWC- Integrated Spiking Neural Network

B. Sai Jyothi, M. Sireesha, K. Sai Namrataa Chowdary, K. Vandana & P. Sai Pranitha · Journal of Engineering Research and Reports · 2026

When neural networks are trained on tasks one after another, they often forget previously learned information, a problem known as catastrophic forgetting. While Elastic Weight Consolidation (EWC) has been effective in reducing this issue in conventional neural networks, its appli...