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NACLab / ngc-learn

NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
BSD 3-Clause "New" or "Revised" License
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Integrate short-term plasticity and eligibility tracing #42

Closed ago109 closed 4 months ago

ago109 commented 4 months ago

Stub to nudge/push incorporation of short-term facilitation and depression into synapse components (via dynamics in http://www.scholarpedia.org/article/Short-term_synaptic_plasticity)

A branch has been created (yesterday) -- short_term_plasticity -- which contains a draft of STPDenseSynapse and its corresponding dynamics and some notes for facilitation-dominated and depression-dominated dynamics. In addition, an EligibilityTrace component has been drafted in this feature branch.

ago109 commented 4 months ago

Short-term plasticity and eligibility tracing have been successfully integrated into main ngc-learn -- a new lesson/tutorial has been written on how modulated STDP (w/ eligibility traces) works and one on short-term plasticity (the new STPDenseSynapse will be written in the near future.