Seminar · Computational Neuroscience
A biologically plausible inhibitory plasticity rule for world-model learning in SNNs
Z. Liao · Columbia
Thu, Nov 10, 2022 · 17:15 UTC
Memory consolidation is the process by which recent experiences are assimilated into long-term memory. In animals, this process requires the offline replay of sequences observed during online exploration in the hippocampus. Recent experimental work has found that salient but task-irrelevant stimuli are systematically excluded from these replay epochs, suggesting that replay samples from an abstracted model of the world, rather than verbatim previous experiences. We find that this phenomenon can be explained parsimoniously and biologically plausibly by a Hebbian spike time-dependent plasticity