ngclearn.components.neurons package

Subpackages

• ngclearn.components.neurons.graded package
  • Submodules
  • ngclearn.components.neurons.graded.bernoulliErrorCell module
    • BernoulliErrorCell
      • BernoulliErrorCell.advance_state()
      • BernoulliErrorCell.help()
      • BernoulliErrorCell.reset()
  • ngclearn.components.neurons.graded.gaussianErrorCell module
    • GaussianErrorCell
      • GaussianErrorCell.advance_state()
      • GaussianErrorCell.eval_log_density()
      • GaussianErrorCell.help()
      • GaussianErrorCell.reset()
  • ngclearn.components.neurons.graded.laplacianErrorCell module
    • LaplacianErrorCell
      • LaplacianErrorCell.advance_state()
      • LaplacianErrorCell.help()
      • LaplacianErrorCell.reset()
  • ngclearn.components.neurons.graded.leakyNoiseCell module
    • LeakyNoiseCell
      • LeakyNoiseCell.advance_state()
      • LeakyNoiseCell.help()
      • LeakyNoiseCell.reset()
  • ngclearn.components.neurons.graded.rateCell module
    • RateCell
      • RateCell.advance_state()
      • RateCell.help()
      • RateCell.reset()
  • ngclearn.components.neurons.graded.rewardErrorCell module
    • RewardErrorCell
      • RewardErrorCell.advance_state()
      • RewardErrorCell.evolve()
      • RewardErrorCell.help()
      • RewardErrorCell.reset()
  • Module contents
• ngclearn.components.neurons.spiking package
  • Submodules
  • ngclearn.components.neurons.spiking.IFCell module
    • IFCell
      • IFCell.advance_state()
      • IFCell.help()
      • IFCell.load()
      • IFCell.reset()
  • ngclearn.components.neurons.spiking.LIFCell module
    • LIFCell
      • LIFCell.advance_state()
      • LIFCell.help()
      • LIFCell.reset()
  • ngclearn.components.neurons.spiking.RAFCell module
    • RAFCell
      • RAFCell.advance_state()
      • RAFCell.help()
      • RAFCell.reset()
  • ngclearn.components.neurons.spiking.WTASCell module
    • WTASCell
      • WTASCell.advance_state()
      • WTASCell.help()
      • WTASCell.reset()
  • ngclearn.components.neurons.spiking.adExCell module
    • AdExCell
      • AdExCell.advance_state()
      • AdExCell.help()
      • AdExCell.reset()
  • ngclearn.components.neurons.spiking.fitzhughNagumoCell module
    • FitzhughNagumoCell
      • FitzhughNagumoCell.advance_state()
      • FitzhughNagumoCell.help()
      • FitzhughNagumoCell.reset()
  • ngclearn.components.neurons.spiking.hodgkinHuxleyCell module
    • HodgkinHuxleyCell
      • HodgkinHuxleyCell.advance_state()
      • HodgkinHuxleyCell.help()
      • HodgkinHuxleyCell.reset()
    • dv_dt()
    • dx_dt()
  • ngclearn.components.neurons.spiking.izhikevichCell module
    • IzhikevichCell
      • IzhikevichCell.advance_state()
      • IzhikevichCell.help()
      • IzhikevichCell.reset()
  • ngclearn.components.neurons.spiking.quadLIFCell module
    • QuadLIFCell
      • QuadLIFCell.advance_state()
      • QuadLIFCell.help()
      • QuadLIFCell.reset()
  • ngclearn.components.neurons.spiking.sLIFCell module
    • SLIFCell
      • SLIFCell.advance_state()
      • SLIFCell.help()
      • SLIFCell.load()
      • SLIFCell.reset()
      • SLIFCell.save()
  • Module contents

Module contents