Computation timesΒΆ

00:00.000 total execution time for 56 files from auto_examples:

Example

Time

Mem (MB)

Spike synchronization through subthreshold oscillation (BrodyHopfield.py)

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Campbell & Siegert approximation example (CampbellSiegert.py)

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Example of an AEIF neuron with multiple synaptic rise and decay time constants (aeif_cond_beta_multisynapse.py)

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Balanced neuron example (balancedneuron.py)

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Testing the adapting exponential integrate and fire model in NEST (Brette and Gerstner Fig 2C) (brette_gerstner_fig_2c.py)

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Testing the adapting exponential integrate and fire model in NEST (Brette and Gerstner Fig 3D) (brette_gerstner_fig_3d.py)

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Use evolution strategies to find parameters for a random balanced network (alpha synapses) (brunel_alpha_evolution_strategies.py)

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Random balanced network (alpha synapses) connected with NEST (brunel_alpha_nest.py)

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Random balanced network (delta synapses) (brunel_delta_nest.py)

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Random balanced network (exp synapses, multiple time constants) (brunel_exp_multisynapse_nest.py)

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Mean-field theory for random balanced network (brunel_siegert_nest.py)

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Clopath Rule: Bidirectional connections (clopath_synapse_small_network.py)

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Clopath Rule: Spike pairing experiment (clopath_synapse_spike_pairing.py)

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Correlospinmatrix detector example (correlospinmatrix_detector_two_neuron.py)

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Auto- and crosscorrelation functions for spike trains (cross_check_mip_corrdet.py)

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Using CSA for connection setup (csa_example.py)

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Using CSA with spatial populations (csa_spatial_example.py)

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Example for the quantal_stp_synapse (evaluate_quantal_stp_synapse.py)

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Example of the tsodyks2_synapse in NEST (evaluate_tsodyks2_synapse.py)

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Gap Junctions: Inhibitory network example (gap_junctions_inhibitory_network.py)

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Gap Junctions: Two neuron example (gap_junctions_two_neurons.py)

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Example network using generalized IAF neuron with postsynaptic conductances (gif_cond_exp_multisynapse.py)

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Population rate model of generalized integrate-and-fire neurons (gif_pop_psc_exp.py)

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Population of GIF neuron model with oscillatory behavior (gif_population.py)

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Conductance-based generalized leaky integrate and fire (GLIF) neuron example (glif_cond_neuron.py)

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Current-based generalized leaky integrate and fire (GLIF) neuron with double alpha synaptic function example (glif_psc_double_alpha_neuron.py)

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Current-based generalized leaky integrate and fire (GLIF) neuron example (glif_psc_neuron.py)

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Numerical phase-plane analysis of the Hodgkin-Huxley neuron (hh_phaseplane.py)

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Example using Hodgkin-Huxley neuron (hh_psc_alpha.py)

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Random balanced network HPC benchmark (hpc_benchmark.py)

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Short-term depression example (iaf_tum_2000_short_term_depression.py)

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Short-term facilitation example (iaf_tum_2000_short_term_facilitation.py)

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IF curve example (if_curve.py)

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Intrinsic currents spiking (intrinsic_currents_spiking.py)

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Intrinsic currents subthreshold (intrinsic_currents_subthreshold.py)

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Network of linear rate neurons (lin_rate_ipn_network.py)

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Multi-compartment neuron example (mc_neuron.py)

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Example of multimeter recording to file (multimeter_file.py)

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One neuron example (one_neuron.py)

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One neuron with noise (one_neuron_with_noise.py)

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Plot weight matrices example (plot_weight_matrices.py)

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Comparing precise and grid-based neuron models (precise_spiking.py)

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Pulse packet example (pulsepacket.py)

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Rate neuron decision making (rate_neuron_dm.py)

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Recording examples (recording_demo.py)

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Repeated Stimulation (repeated_stimulation.py)

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Sensitivity to perturbation (sensitivity_to_perturbation.py)

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Sinusoidal gamma generator example (sinusoidal_gamma_generator.py)

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Sinusoidal poisson generator example (sinusoidal_poisson_generator.py)

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Store and restore a network simulation (store_restore_network.py)

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Structural Plasticity example (structural_plasticity.py)

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Synapse Collection usage example (synapsecollection.py)

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IAF neuron example with current generator (testiaf.py)

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Two neuron example (twoneurons.py)

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Weight adaptation according to the Urbanczik-Senn plasticity (urbanczik_synapse_example.py)

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Initial membrane voltage (vinit_example.py)

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