2 papers
cs.NE2025
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…
cs.NE2025
Spiffy: Efficient Implementation of CoLaNET for Raspberry Pi
Andrey Derzhavin, Denis Larionov
This paper presents a lightweight software-based approach for running spiking neural networks (SNNs) without relying on specialized neuromorphic hardware or frameworks. Instead, we…