Learning Dynamics: compare to STDP+IP

ctn-waterloo / modelling_ideas

Ideas for models that could be made with Nengo if anyone has time

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Open tcstewar opened 4 years ago

tcstewar commented 4 years ago

This paper has a nice spiking network learning temporal patterns via STDP and IP (intrinsic plasticity). https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003512

I like the three tasks, and I'd be very curious how the LMU/dynamics learning approaches compare to this.

There's also some interesting analysis of the learned representation that might be worth applying to the LMU representation....

tcstewar commented 4 years ago

This might also be a good place to look more at the use of BCM in comparison to STDP

Here's another related paper too