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[2505.15833] Adversarially Robust Spiking Neural Networks with Sparse Connectivity
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Non-synaptic plasticity enables memory-dependent local learning
Abstract Synaptic plasticity is essential for memory formation and learning in the brain. In addition, recent results indicate that non-synaptic plasticity processes such as the regulation of neural membrane properties contribute to memory formation, its functional role in memory and learning has however remained elusive. Here, we propose that non-synaptic and synaptic plasticity are both essential components to enable memory-dependent processing in neuronal networks.
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