Continual Learning with Columnar Spiking Neural Networks

Denis Larionov, Nikolay Bazenkov, Mikhail Kiselev

Continual learning is a key feature of biological neural systems, but artificial neural networks often suffer from catastrophic forgetting. Instead of backpropagation, biologically…