spynnaker8.models.synapse_dynamics.timing_dependence package

Submodules

spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_pfister_spike_triplet module

class spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_pfister_spike_triplet.TimingDependencePfisterSpikeTriplet(tau_plus, tau_minus, tau_x, tau_y, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_pfister_spike_triplet.TimingDependencePfisterSpikeTriplet

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spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_recurrent module

class spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_recurrent.TimingDependenceRecurrent(accumulator_depression=-6, accumulator_potentiation=6, mean_pre_window=35.0, mean_post_window=35.0, dual_fsm=True, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_recurrent.TimingDependenceRecurrent

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spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_nearest_pair module

class spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_nearest_pair.TimingDependenceSpikeNearestPair(tau_plus=20.0, tau_minus=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_spike_nearest_pair.TimingDependenceSpikeNearestPair

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spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_pair module

class spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_spike_pair.TimingDependenceSpikePair(tau_plus=20.0, tau_minus=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_spike_pair.TimingDependenceSpikePair

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spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_vogels_2011 module

class spynnaker8.models.synapse_dynamics.timing_dependence.timing_dependence_vogels_2011.TimingDependenceVogels2011(alpha, tau=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_vogels_2011.TimingDependenceVogels2011

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Module contents

class spynnaker8.models.synapse_dynamics.timing_dependence.TimingDependenceSpikePair(tau_plus=20.0, tau_minus=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_spike_pair.TimingDependenceSpikePair

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class spynnaker8.models.synapse_dynamics.timing_dependence.TimingDependencePfisterSpikeTriplet(tau_plus, tau_minus, tau_x, tau_y, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_pfister_spike_triplet.TimingDependencePfisterSpikeTriplet

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class spynnaker8.models.synapse_dynamics.timing_dependence.TimingDependenceRecurrent(accumulator_depression=-6, accumulator_potentiation=6, mean_pre_window=35.0, mean_post_window=35.0, dual_fsm=True, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_recurrent.TimingDependenceRecurrent

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class spynnaker8.models.synapse_dynamics.timing_dependence.TimingDependenceSpikeNearestPair(tau_plus=20.0, tau_minus=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_spike_nearest_pair.TimingDependenceSpikeNearestPair

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class spynnaker8.models.synapse_dynamics.timing_dependence.TimingDependenceVogels2011(alpha, tau=20.0, A_plus=0.01, A_minus=0.01)[source]

Bases: spynnaker.pyNN.models.neuron.plasticity.stdp.timing_dependence.timing_dependence_vogels_2011.TimingDependenceVogels2011

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