Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks

Lorenzo Pes, Rick Luiken, Federico Corradi +1

While the human brain efficiently adapts to new tasks from a continuous stream of information, neural network models struggle to learn from sequential information without catastrop…