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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.NE2023★ 1 cited
A Spiking Binary Neuron -- Detector of Causal Links
Mikhail Kiselev, Denis Larionov, Andrey Urusov
Causal relationship recognition is a fundamental operation in neural networks aimed at learning behavior, action planning, and inferring external world dynamics. This operation is…