This directory contains examples of optimizations that can be performed with BluePyOpt.
They can be used to learn the concepts behind the package, and also as a starting point for other optimizations
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expsyn: Example optimization of a synapse (a point process) in NEURON
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graupnerbrunelstdp: Graupner-Brunel STDP model fitting
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l5pc: Layer 5 pyramidal neuron parameter optimization
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simplecell: optimisation of simple single compartmental cell with two free parameters
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stochkv: simple cell optimization with stochastic channels
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tsodyksmarkramstp: optimizing parameters of the Tsodyks-Markram model of short-term synaptic plasticity
The expsyn, l5pc and simplecell examples contain an implementation for Arbor as an alternative simulator backend to NEURON.