inferno.learn

Components

CellTrainer	Base trainer for updating cell parameters.
IndependentCellTrainer	Trainer for update methods without inter-cell dependencies.

Trainers, Spike-Timing Dependent Plasticity

STDP	Pair-based spike-timing dependent plasticity trainer.
DelayAdjustedSTDP	Delay-adjusted pair-based spike-timing dependent plasticity trainer.
DelayAdjustedSTDPD	Delay-adjusted pair-based spike-timing dependent plasticity delay trainer.
KernelSTDP	General kernel spike-timing dependent plasticity trainer.
DelayAdjustedKernelSTDP	Delay-adjusted general kernel spike-timing dependent plasticity trainer.
DelayAdjustedKernelSTDPD	Delay-adjusted general kernel spike-timing dependent plasticity delay trainer.
TripletSTDP	Triplet-based spike-timing dependent plasticity trainer.
MSTDP	Modulated spike-timing dependent plasticity trainer.
DelayAdjustedMSTDP	Delay-adjusted modulated spike-timing dependent plasticity trainer.
DelayAdjustedMSTDPD	Delay-adjusted modulated spike-timing dependent plasticity delay trainer.
MSTDPET	Modulated spike-timing dependent plasticity with eligibility trace trainer.

Trainers, Other

LinearHomeostasis

Linear homeostatic regulation.

Classifiers

MaxRateClassifier

Classifies spikes by maximum per-class rates.