spynnaker8.models.synapse_dynamics package

Subpackages

• spynnaker8.models.synapse_dynamics.timing_dependence package
  • Submodules
  • spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_pfister_spike_triplet module
  • spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_recurrent module
  • spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_nearest_pair module
  • spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_pair module
  • spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_vogels_2011 module
  • Module contents
• spynnaker8.models.synapse_dynamics.weight_dependence package
  • Submodules
  • spynnaker8.models.synapse_dynamics.weight_dependence.weight_dependence_additive module
  • spynnaker8.models.synapse_dynamics.weight_dependence.weight_dependence_additive_triplet module
  • spynnaker8.models.synapse_dynamics.weight_dependence.weight_dependence_multiplicative module
  • Module contents

Submodules

spynnaker8.models.synapse_dynamics.synapse_dynamics_static module

class spynnaker8.models.synapse_dynamics.synapse_dynamics_static.SynapseDynamicsStatic(weight=0.0, delay=None)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_static.SynapseDynamicsStatic

spynnaker8.models.synapse_dynamics.synapse_dynamics_stdp module

class spynnaker8.models.synapse_dynamics.synapse_dynamics_stdp.SynapseDynamicsSTDP(timing_dependence, weight_dependence, voltage_dependence=None, dendritic_delay_fraction=1.0, weight=0.0, delay=None, backprop_delay=True)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_stdp.SynapseDynamicsSTDP

spynnaker8.models.synapse_dynamics.synapse_dynamics_structural_static module

class spynnaker8.models.synapse_dynamics.synapse_dynamics_structural_static.SynapseDynamicsStructuralStatic(partner_selection, formation, elimination, f_rew=10000, initial_weight=0, initial_delay=1, s_max=32, seed=None, weight=0.0, delay=None)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_structural_static.SynapseDynamicsStructuralStatic

spynnaker8.models.synapse_dynamics.synapse_dynamics_structural_stdp module

class spynnaker8.models.synapse_dynamics.synapse_dynamics_structural_stdp.SynapseDynamicsStructuralSTDP(partner_selection, formation, elimination, timing_dependence=None, weight_dependence=None, voltage_dependence=None, dendritic_delay_fraction=1.0, f_rew=10000, initial_weight=0, initial_delay=1, s_max=32, seed=None, weight=0.0, delay=None, backprop_delay=True)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_structural_stdp.SynapseDynamicsStructuralSTDP

Module contents

class spynnaker8.models.synapse_dynamics.SynapseDynamicsStatic(weight=0.0, delay=None)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_static.SynapseDynamicsStatic

class spynnaker8.models.synapse_dynamics.SynapseDynamicsSTDP(timing_dependence, weight_dependence, voltage_dependence=None, dendritic_delay_fraction=1.0, weight=0.0, delay=None, backprop_delay=True)

Bases: spynnaker.pyNN.models.neuron.synapse_dynamics.synapse_dynamics_stdp.SynapseDynamicsSTDP