ngclearn package

Subpackages

• ngclearn.commands package
  • Module contents
• ngclearn.components package
  • Subpackages
    • ngclearn.components.input_encoders package
      • Submodules
      • ngclearn.components.input_encoders.bernoulliCell module
      • ngclearn.components.input_encoders.latencyCell module
      • ngclearn.components.input_encoders.poissonCell module
      • Module contents
    • ngclearn.components.neurons package
      • Subpackages
      • Module contents
    • ngclearn.components.other package
      • Submodules
      • ngclearn.components.other.expKernel module
      • ngclearn.components.other.varTrace module
      • Module contents
    • ngclearn.components.synapses package
      • Subpackages
      • Module contents
  • Submodules
  • ngclearn.components.baseComponentTemplate module
    • COMPONENT_TEMPLATE
      • COMPONENT_TEMPLATE.DEFAULTCompartment
      • COMPONENT_TEMPLATE.DEFAULTCompartmentName()
      • COMPONENT_TEMPLATE.advance_state()
      • COMPONENT_TEMPLATE.reset()
      • COMPONENT_TEMPLATE.save()
      • COMPONENT_TEMPLATE.verify_connections()
  • ngclearn.components.wrappers module
    • LIFWrapper()
    • sLIFWrapper()
  • Module contents
• ngclearn.utils package
  • Subpackages
    • ngclearn.utils.density package
      • Submodules
      • ngclearn.utils.density.gmm module
      • Module contents
    • ngclearn.utils.diffeq package
      • Submodules
      • ngclearn.utils.diffeq.ode_utils module
      • Module contents
    • ngclearn.utils.optim package
      • Submodules
      • ngclearn.utils.optim.adam module
      • ngclearn.utils.optim.opt module
      • ngclearn.utils.optim.sgd module
      • Module contents
    • ngclearn.utils.viz package
      • Submodules
      • ngclearn.utils.viz.dim_reduce module
      • ngclearn.utils.viz.raster module
      • ngclearn.utils.viz.spike_plot module
      • ngclearn.utils.viz.synapse_plot module
      • Module contents
  • Submodules
  • ngclearn.utils.data_loader module
    • DataLoader
  • ngclearn.utils.io_utils module
    • deserialize()
    • makedir()
    • makedirs()
    • serialize()
  • ngclearn.utils.metric_utils module
    • measure_ACC()
    • measure_BCE()
    • measure_CatNLL()
    • measure_KLD()
    • measure_MSE()
    • measure_sparsity()
  • ngclearn.utils.model_utils module
    • binarize()
    • clamp_max()
    • clamp_min()
    • create_function()
    • d_heaviside()
    • d_identity()
    • d_lrelu()
    • d_relu()
    • d_relu6()
    • d_sigmoid()
    • d_softplus()
    • d_tanh()
    • d_threshold()
    • drop_out()
    • heaviside()
    • identity()
    • initialize_params()
    • inverse_logistic()
    • inverse_tanh()
    • lrelu()
    • measure_ACC()
    • measure_BCE()
    • measure_CatNLL()
    • measure_KLD()
    • measure_MSE()
    • normalize_matrix()
    • one_hot()
    • pull_equations()
    • relu()
    • relu6()
    • sigmoid()
    • softmax()
    • softplus()
    • tanh()
    • threshold()
    • threshold_cauchy()
    • threshold_soft()
  • ngclearn.utils.patch_utils module
    • generate_patch_set()
  • ngclearn.utils.surrogate_fx module
    • arctan_estimator()
    • secant_lif_estimator()
    • straight_through_estimator()
    • triangular_estimator()
  • Module contents

Module contents