ngclearn.components.neurons package

Subpackages

• ngclearn.components.neurons.graded package
  • Submodules
  • ngclearn.components.neurons.graded.gaussianErrorCell module
    • GaussianErrorCell
      • GaussianErrorCell.advance_state()
      • GaussianErrorCell.derivMean
      • GaussianErrorCell.derivMeanName()
      • GaussianErrorCell.derivTarget
      • GaussianErrorCell.derivTargetName()
      • GaussianErrorCell.inputCompartmentName()
      • GaussianErrorCell.loss
      • GaussianErrorCell.lossName()
      • GaussianErrorCell.mean
      • GaussianErrorCell.meanName()
      • GaussianErrorCell.modulator
      • GaussianErrorCell.modulatorName()
      • GaussianErrorCell.outputCompartmentName()
      • GaussianErrorCell.reset()
      • GaussianErrorCell.save()
      • GaussianErrorCell.target
      • GaussianErrorCell.targetName()
      • GaussianErrorCell.verify_connections()
    • run_cell()
    • run_gaussian_cell()
  • ngclearn.components.neurons.graded.laplacianErrorCell module
    • LaplacianErrorCell
      • LaplacianErrorCell.advance_state()
      • LaplacianErrorCell.derivMean
      • LaplacianErrorCell.derivMeanName()
      • LaplacianErrorCell.derivTarget
      • LaplacianErrorCell.derivTargetName()
      • LaplacianErrorCell.inputCompartmentName()
      • LaplacianErrorCell.loss
      • LaplacianErrorCell.lossName()
      • LaplacianErrorCell.mean
      • LaplacianErrorCell.meanName()
      • LaplacianErrorCell.modulator
      • LaplacianErrorCell.modulatorName()
      • LaplacianErrorCell.outputCompartmentName()
      • LaplacianErrorCell.reset()
      • LaplacianErrorCell.save()
      • LaplacianErrorCell.target
      • LaplacianErrorCell.targetName()
      • LaplacianErrorCell.verify_connections()
    • run_cell()
    • run_laplacian_cell()
  • ngclearn.components.neurons.graded.rateCell module
    • RateCell
      • RateCell.activity
      • RateCell.advance_state()
      • RateCell.current
      • RateCell.inputCompartment
      • RateCell.inputCompartmentName()
      • RateCell.outputCompartment
      • RateCell.outputCompartmentName()
      • RateCell.pressure
      • RateCell.pressureName()
      • RateCell.rateActivity
      • RateCell.rateActivityName()
      • RateCell.reset()
      • RateCell.save()
      • RateCell.verify_connections()
    • modulate()
    • run_cell()
    • run_cell_stateless()
  • Module contents
• ngclearn.components.neurons.spiking package
  • Submodules
  • ngclearn.components.neurons.spiking.LIFCell module
    • LIFCell
      • LIFCell.advance_state()
      • LIFCell.current
      • LIFCell.inputCompartmentName()
      • LIFCell.load()
      • LIFCell.outputCompartmentName()
      • LIFCell.refract
      • LIFCell.refractCompartmentName()
      • LIFCell.reset()
      • LIFCell.save()
      • LIFCell.spikes
      • LIFCell.thresholdThetaName()
      • LIFCell.threshold_theta
      • LIFCell.timeOfLastSpike
      • LIFCell.timeOfLastSpikeCompartmentName()
      • LIFCell.verify_connections()
      • LIFCell.voltage
      • LIFCell.voltageCompartmentName()
    • run_cell()
    • update_theta()
    • update_times()
  • ngclearn.components.neurons.spiking.fitzhughNagumoCell module
    • FitzhughNagumoCell
      • FitzhughNagumoCell.advance_state()
      • FitzhughNagumoCell.inputCompartment
      • FitzhughNagumoCell.inputCompartmentName()
      • FitzhughNagumoCell.outputCompartment
      • FitzhughNagumoCell.outputCompartmentName()
      • FitzhughNagumoCell.recovery
      • FitzhughNagumoCell.recoveryName()
      • FitzhughNagumoCell.reset()
      • FitzhughNagumoCell.save()
      • FitzhughNagumoCell.timeOfLastSpike
      • FitzhughNagumoCell.timeOfLastSpikeCompartmentName()
      • FitzhughNagumoCell.verify_connections()
      • FitzhughNagumoCell.voltage
      • FitzhughNagumoCell.voltageName()
    • run_cell()
    • update_times()
  • ngclearn.components.neurons.spiking.izhikevichCell module
    • IzhikevichCell
      • IzhikevichCell.advance_state()
      • IzhikevichCell.inputCompartment
      • IzhikevichCell.inputCompartmentName()
      • IzhikevichCell.outputCompartment
      • IzhikevichCell.outputCompartmentName()
      • IzhikevichCell.recovery
      • IzhikevichCell.recoveryName()
      • IzhikevichCell.reset()
      • IzhikevichCell.save()
      • IzhikevichCell.timeOfLastSpike
      • IzhikevichCell.timeOfLastSpikeCompartmentName()
      • IzhikevichCell.verify_connections()
      • IzhikevichCell.voltage
      • IzhikevichCell.voltageName()
    • run_cell()
    • update_times()
  • ngclearn.components.neurons.spiking.quadLIFCell module
    • QuadLIFCell
      • QuadLIFCell.advance_state()
      • QuadLIFCell.current
      • QuadLIFCell.inputCompartmentName()
      • QuadLIFCell.load()
      • QuadLIFCell.outputCompartmentName()
      • QuadLIFCell.refract
      • QuadLIFCell.refractCompartmentName()
      • QuadLIFCell.reset()
      • QuadLIFCell.save()
      • QuadLIFCell.spikes
      • QuadLIFCell.thresholdThetaName()
      • QuadLIFCell.threshold_theta
      • QuadLIFCell.timeOfLastSpike
      • QuadLIFCell.timeOfLastSpikeCompartmentName()
      • QuadLIFCell.verify_connections()
      • QuadLIFCell.voltage
      • QuadLIFCell.voltageCompartmentName()
    • run_cell()
    • update_theta()
    • update_times()
  • ngclearn.components.neurons.spiking.sLIFCell module
    • SLIFCell
      • SLIFCell.advance_state()
      • SLIFCell.current
      • SLIFCell.inputCompartmentName()
      • SLIFCell.load()
      • SLIFCell.outputCompartmentName()
      • SLIFCell.refract
      • SLIFCell.refractCompartmentName()
      • SLIFCell.reset()
      • SLIFCell.save()
      • SLIFCell.spikes
      • SLIFCell.surrogate
      • SLIFCell.surrogateCompartmentName()
      • SLIFCell.threshold
      • SLIFCell.thresholdCompartmentName()
      • SLIFCell.timeOfLastSpike
      • SLIFCell.timeOfLastSpikeCompartmentName()
      • SLIFCell.verify_connections()
      • SLIFCell.voltage
      • SLIFCell.voltageCompartmentName()
    • modify_current()
    • run_cell()
    • update_times()
  • Module contents

Module contents