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NeuronVariant

sc_neurocore_engine::network_runner

Enum NeuronVariant 

Source 
pub enum NeuronVariant {

Show 179 variants    Izhikevich(Izhikevich),
    Izhikevich2007(Izhikevich2007Rk4),
    AdEx(AdExNeuron),
    ExpIF(ExpIfNeuron),
    Lapicque(LapicqueNeuron),
    HomeostaticLif(HomeostaticLif),
    HodgkinHuxley(HodgkinHuxleyNeuron),
    TraubMiles(TraubMilesNeuron),
    WangBuzsaki(WangBuzsakiNeuron),
    ConnorStevens(ConnorStevensNeuron),
    DestexheThalamic(DestexheThalamicNeuron),
    HuberBraun(HuberBraunNeuron),
    GolombFS(GolombFSNeuron),
    Pospischil(PospischilNeuron),
    MainenSejnowski(MainenSejnowskiNeuron),
    DeSchutterPurkinje(DeSchutterPurkinjeNeuron),
    PlantR15(PlantR15Neuron),
    Prescott(PrescottNeuron),
    MihalasNiebur(MihalasNieburNeuron),
    SCScaledResetAdaptiveIF(SCScaledResetAdaptiveIFNeuron),
    GLIF(GLIFNeuron),
    SCFourStateGLIF(SCFourStateGLIFNeuron),
    GIFPopulation(GIFPopulationNeuron),
    AvRonCardiac(AvRonCardiacNeuron),
    DurstewitzDopamine(DurstewitzDopamineNeuron),
    HillTononi(HillTononiNeuron),
    BertramPhantom(BertramPhantomBurster),
    SCThreeStatePhantom(SCThreeStatePhantomBurster),
    Yamada(YamadaNeuron),
    FitzHughNagumo(FitzHughNagumoNeuron),
    MorrisLecar(MorrisLecarNeuron),
    HindmarshRose(HindmarshRoseNeuron),
    ResonateAndFire(ResonateAndFireNeuron),
    BalancedResonateAndFire(BalancedResonateAndFireNeuron),
    FitzHughRinzel(FitzHughRinzelNeuron),
    McKean(McKeanNeuron),
    SCTriangularMcKean(SCTriangularMcKeanNeuron),
    TermanWang(TermanWangOscillator),
    GutkinErmentrout(GutkinErmentroutNeuron),
    WilsonHR(WilsonHRNeuron),
    SCResettingWilsonHR(SCResettingWilsonHRNeuron),
    Chay(ChayNeuron),
    ChayKeizer(ChayKeizerNeuron),
    ShermanRinzelKeizer(ShermanRinzelKeizerNeuron),
    ButeraRespiratory(ButeraRespiratoryNeuron),
    EPropALIF(EPropALIFNeuron),
    SuperSpike(SuperSpikeNeuron),
    LearnableNeuron(LearnableNeuronModel),
    Pernarowski(PernarowskiNeuron),
    QuadraticIF(QuadraticIFNeuron),
    Theta(ThetaNeuron),
    PerfectIntegrator(PerfectIntegratorNeuron),
    GatedLIF(GatedLIFNeuron),
    NonlinearLIF(NonlinearLIFNeuron),
    SFA(SFANeuron),
    MAT(MATNeuron),
    SCResettingMAT(SCResettingMATNeuron),
    KLIF(KLIFNeuron),
    InhibitoryLIF(InhibitoryLIFNeuron),
    ComplementaryLIF(ComplementaryLIFNeuron),
    ParametricLIF(ParametricLIFNeuron),
    NonResettingLIF(NonResettingLIFNeuron),
    SCNonResettingAdaptiveLIF(SCNonResettingAdaptiveLIFNeuron),
    AdaptiveThresholdIF(AdaptiveThresholdIFNeuron),
    SigmaDelta(SigmaDeltaNeuron),
    SCSigmaDeltaAccumulator(SCSigmaDeltaAccumulatorNeuron),
    EnergyLIF(EnergyLIFNeuron),
    SCNormalizedEnergyLIF(SCNormalizedEnergyLIFNeuron),
    ClosedFormContinuous(ClosedFormContinuousNeuron),
    ChialvoMap(ChialvoMapNeuron),
    RulkovMap(RulkovMapNeuron),
    SCUpwardCrossingRulkovMap(SCUpwardCrossingRulkovMapNeuron),
    IbarzTanakaMap(IbarzTanakaMapNeuron),
    MedvedevMap(MedvedevMapNeuron),
    CazellesMap(CazellesMapNeuron),
    SCClippedLogisticBurstingMap(SCClippedLogisticBurstingMapNeuron),
    SCClippedRationalRecoveryMap(SCClippedRationalRecoveryMapNeuron),
    CourageNekorkinMap(CourageNekorkinMapNeuron),
    AiharaMap(AiharaMapNeuron),
    SCChaoticMap(SCChaoticMapNeuron),
    NagumoSatoMap(NagumoSatoMapNeuron),
    SCAdaptiveThresholdMap(SCAdaptiveThresholdMapNeuron),
    ErmentroutKopellMap(ErmentroutKopellMapNeuron),
    BrainScaleSAdEx(BrainScaleSAdExNeuron),
    SpiNNakerLIF(SpiNNakerLIFNeuron),
    NeuroGrid(NeuroGridNeuron),
    DPI(DPINeuron),
    Akida(AkidaNeuron),
    StochasticLIF(StochasticLIFNeuron),
    MarderSTG(MarderSTGNeuron),
    RallCable(RallCableNeuron),
    BoothRinzel(BoothRinzelNeuron),
    Dendrify(DendrifyNeuron),
    LiquidTimeConstant(LiquidTimeConstantNeuron),
    ParallelSpiking(ParallelSpikingNeuron),
    FractionalLIF(FractionalLIFNeuron),
    StochasticIF(StochasticIFNeuron),
    GalvesLocherbach(GalvesLocherbachNeuron),
    SpikeResponse(SpikeResponseNeuron),
    GLM(GLMNeuron),
    Arcane(ArcaneNeuron),
    MultiTimescale(MultiTimescaleNeuron),
    AttentionGated(AttentionGatedNeuron),
    PredictiveCoding(PredictiveCodingNeuron),
    SelfReferential(SelfReferentialNeuron),
    CompositionalBinding(CompositionalBindingNeuron),
    DifferentiableSurrogate(DifferentiableSurrogateNeuron),
    ContinuousAttractor(ContinuousAttractorNeuron),
    MetaPlastic(MetaPlasticNeuron),
    BendaHerz(BendaHerzNeuron),
    SCStochasticRateAdaptation(SCStochasticRateAdaptationNeuron),
    BrunelWang(BrunelWangNeuron),
    Poisson(PoissonNeuron),
    InhomogeneousPoisson(InhomogeneousPoissonNeuron),
    GammaRenewal(GammaRenewalNeuron),
    EscapeRate(EscapeRateNeuron),
    PVFastSpiking(PVFastSpikingNeuron),
    SST(SSTNeuron),
    VIP(VIPNeuron),
    Chandelier(ChandelierNeuron),
    CerebellarBasket(CerebellarBasketNeuron),
    Martinotti(MartinottiNeuron),
    AlphaMotor(AlphaMotorNeuron),
    GammaMotor(GammaMotorNeuron),
    UpperMotor(UpperMotorNeuron),
    Renshaw(RenshawCell),
    MotorUnitCell(MotorUnit),
    RetinalGanglion(RetinalGanglionCell),
    Merkel(MerkelCell),
    Pacinian(PacinianCorpuscle),
    NociceptorCell(Nociceptor),
    OlfactoryReceptor(OlfactoryReceptorNeuron),
    Granule(GranuleCell),
    Golgi(GolgiCell),
    Stellate(StellateCell),
    Lugaro(LugaroCell),
    UnipolarBrush(UnipolarBrushCell),
    DCN(DCNNeuron),
    PersistentNa(PersistentNaNeuron),
    Ih(IhNeuron),
    TTypeCa(TTypeCaNeuron),
    ATypeK(ATypeKNeuron),
    BK(BKNeuron),
    SK(SKNeuron),
    NMDA(NMDANeuron),
    SCWBNMDAMagnesiumBlock(SCWBNMDAMagnesiumBlockNeuron),
    MontbrioMPR(MontbrioMeanField),
    Brunel(BrunelNetwork),
    TUM(TUMNetwork),
    ElBoustani(ElBoustaniNetwork),
    GradedSynapse(GradedSynapseNeuron),
    GapJunction(GapJunctionNeuron),
    FHAxon(FrankenhaeUserHuxleyAxon),
    NodeOfRanvier(NodeOfRanvier),
    MyelinAxon(MyelinatedAxon),
    CardiacPurkinje(CardiacPurkinjeFibre),
    SmoothMuscle(SmoothMuscleCell),
    BetaCell(EndocrineBetaCell),
    WrAlphaCell(WrAlpha),
    WrCOBALIFCell(WrCOBALIF),
    WrCompteWMCell(WrCompteWM),
    WrTsodyksMarkramCell(WrTsodyksMarkram),
    WrPinskyRinzelCell(WrPinskyRinzel),
    WrHayL5Cell(WrHayL5),
    WrTwoCompLIFCell(WrTwoCompLIF),
    WrLoihiCUBACell(WrLoihiCUBA),
    WrLoihi2Cell(WrLoihi2),
    WrSpiNNaker2Cell(WrSpiNNaker2),
    WrTrueNorthCell(WrTrueNorth),
    WrIntegerQIFCell(WrIntegerQIF),
    WrMcCullochPittsCell(WrMcCullochPitts),
    WrSigmoidRateCell(WrSigmoidRate),
    WrThresholdLinearCell(WrThresholdLinear),
    WrAstrocyteCell(WrAstrocyte),
    WrInnerHairCellCell(WrInnerHairCell),
    WrOuterHairCellCell(WrOuterHairCell),
    WrRodPhotoreceptorCell(WrRodPhotoreceptor),
    WrConePhotoreceptorCell(WrConePhotoreceptor),
    WrTasteReceptorCell(WrTasteReceptor),

}
Expand description

Enum dispatch across all neuron models.

Models with non-standard signatures are wrapped via Wr* types to normalise to step(f64) -> i32.

Variants§

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Izhikevich(Izhikevich)

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Izhikevich2007(Izhikevich2007Rk4)

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AdEx(AdExNeuron)

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ExpIF(ExpIfNeuron)

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Lapicque(LapicqueNeuron)

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HomeostaticLif(HomeostaticLif)

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HodgkinHuxley(HodgkinHuxleyNeuron)

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TraubMiles(TraubMilesNeuron)

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WangBuzsaki(WangBuzsakiNeuron)

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ConnorStevens(ConnorStevensNeuron)

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DestexheThalamic(DestexheThalamicNeuron)

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HuberBraun(HuberBraunNeuron)

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GolombFS(GolombFSNeuron)

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Pospischil(PospischilNeuron)

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MainenSejnowski(MainenSejnowskiNeuron)

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DeSchutterPurkinje(DeSchutterPurkinjeNeuron)

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PlantR15(PlantR15Neuron)

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Prescott(PrescottNeuron)

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MihalasNiebur(MihalasNieburNeuron)

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SCScaledResetAdaptiveIF(SCScaledResetAdaptiveIFNeuron)

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GLIF(GLIFNeuron)

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SCFourStateGLIF(SCFourStateGLIFNeuron)

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GIFPopulation(GIFPopulationNeuron)

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AvRonCardiac(AvRonCardiacNeuron)

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DurstewitzDopamine(DurstewitzDopamineNeuron)

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HillTononi(HillTononiNeuron)

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BertramPhantom(BertramPhantomBurster)

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SCThreeStatePhantom(SCThreeStatePhantomBurster)

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Yamada(YamadaNeuron)

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FitzHughNagumo(FitzHughNagumoNeuron)

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MorrisLecar(MorrisLecarNeuron)

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HindmarshRose(HindmarshRoseNeuron)

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ResonateAndFire(ResonateAndFireNeuron)

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BalancedResonateAndFire(BalancedResonateAndFireNeuron)

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FitzHughRinzel(FitzHughRinzelNeuron)

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McKean(McKeanNeuron)

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SCTriangularMcKean(SCTriangularMcKeanNeuron)

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TermanWang(TermanWangOscillator)

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GutkinErmentrout(GutkinErmentroutNeuron)

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WilsonHR(WilsonHRNeuron)

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SCResettingWilsonHR(SCResettingWilsonHRNeuron)

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Chay(ChayNeuron)

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ChayKeizer(ChayKeizerNeuron)

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ShermanRinzelKeizer(ShermanRinzelKeizerNeuron)

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ButeraRespiratory(ButeraRespiratoryNeuron)

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EPropALIF(EPropALIFNeuron)

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SuperSpike(SuperSpikeNeuron)

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LearnableNeuron(LearnableNeuronModel)

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Pernarowski(PernarowskiNeuron)

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QuadraticIF(QuadraticIFNeuron)

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Theta(ThetaNeuron)

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PerfectIntegrator(PerfectIntegratorNeuron)

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GatedLIF(GatedLIFNeuron)

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NonlinearLIF(NonlinearLIFNeuron)

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SFA(SFANeuron)

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MAT(MATNeuron)

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SCResettingMAT(SCResettingMATNeuron)

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KLIF(KLIFNeuron)

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InhibitoryLIF(InhibitoryLIFNeuron)

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ComplementaryLIF(ComplementaryLIFNeuron)

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ParametricLIF(ParametricLIFNeuron)

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NonResettingLIF(NonResettingLIFNeuron)

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SCNonResettingAdaptiveLIF(SCNonResettingAdaptiveLIFNeuron)

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AdaptiveThresholdIF(AdaptiveThresholdIFNeuron)

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SigmaDelta(SigmaDeltaNeuron)

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SCSigmaDeltaAccumulator(SCSigmaDeltaAccumulatorNeuron)

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EnergyLIF(EnergyLIFNeuron)

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SCNormalizedEnergyLIF(SCNormalizedEnergyLIFNeuron)

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ClosedFormContinuous(ClosedFormContinuousNeuron)

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ChialvoMap(ChialvoMapNeuron)

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RulkovMap(RulkovMapNeuron)

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SCUpwardCrossingRulkovMap(SCUpwardCrossingRulkovMapNeuron)

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IbarzTanakaMap(IbarzTanakaMapNeuron)

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MedvedevMap(MedvedevMapNeuron)

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CazellesMap(CazellesMapNeuron)

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SCClippedLogisticBurstingMap(SCClippedLogisticBurstingMapNeuron)

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SCClippedRationalRecoveryMap(SCClippedRationalRecoveryMapNeuron)

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CourageNekorkinMap(CourageNekorkinMapNeuron)

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AiharaMap(AiharaMapNeuron)

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SCChaoticMap(SCChaoticMapNeuron)

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NagumoSatoMap(NagumoSatoMapNeuron)

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SCAdaptiveThresholdMap(SCAdaptiveThresholdMapNeuron)

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ErmentroutKopellMap(ErmentroutKopellMapNeuron)

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BrainScaleSAdEx(BrainScaleSAdExNeuron)

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SpiNNakerLIF(SpiNNakerLIFNeuron)

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NeuroGrid(NeuroGridNeuron)

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DPI(DPINeuron)

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Akida(AkidaNeuron)

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StochasticLIF(StochasticLIFNeuron)

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MarderSTG(MarderSTGNeuron)

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RallCable(RallCableNeuron)

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BoothRinzel(BoothRinzelNeuron)

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Dendrify(DendrifyNeuron)

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LiquidTimeConstant(LiquidTimeConstantNeuron)

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ParallelSpiking(ParallelSpikingNeuron)

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FractionalLIF(FractionalLIFNeuron)

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StochasticIF(StochasticIFNeuron)

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GalvesLocherbach(GalvesLocherbachNeuron)

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SpikeResponse(SpikeResponseNeuron)

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GLM(GLMNeuron)

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Arcane(ArcaneNeuron)

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MultiTimescale(MultiTimescaleNeuron)

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AttentionGated(AttentionGatedNeuron)

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PredictiveCoding(PredictiveCodingNeuron)

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SelfReferential(SelfReferentialNeuron)

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CompositionalBinding(CompositionalBindingNeuron)

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DifferentiableSurrogate(DifferentiableSurrogateNeuron)

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ContinuousAttractor(ContinuousAttractorNeuron)

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MetaPlastic(MetaPlasticNeuron)

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BendaHerz(BendaHerzNeuron)

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SCStochasticRateAdaptation(SCStochasticRateAdaptationNeuron)

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BrunelWang(BrunelWangNeuron)

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Poisson(PoissonNeuron)

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InhomogeneousPoisson(InhomogeneousPoissonNeuron)

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GammaRenewal(GammaRenewalNeuron)

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EscapeRate(EscapeRateNeuron)

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PVFastSpiking(PVFastSpikingNeuron)

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SST(SSTNeuron)

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VIP(VIPNeuron)

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Chandelier(ChandelierNeuron)

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CerebellarBasket(CerebellarBasketNeuron)

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Martinotti(MartinottiNeuron)

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AlphaMotor(AlphaMotorNeuron)

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GammaMotor(GammaMotorNeuron)

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UpperMotor(UpperMotorNeuron)

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Renshaw(RenshawCell)

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MotorUnitCell(MotorUnit)

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RetinalGanglion(RetinalGanglionCell)

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Merkel(MerkelCell)

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Pacinian(PacinianCorpuscle)

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NociceptorCell(Nociceptor)

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OlfactoryReceptor(OlfactoryReceptorNeuron)

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Granule(GranuleCell)

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Golgi(GolgiCell)

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Stellate(StellateCell)

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Lugaro(LugaroCell)

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UnipolarBrush(UnipolarBrushCell)

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DCN(DCNNeuron)

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PersistentNa(PersistentNaNeuron)

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Ih(IhNeuron)

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TTypeCa(TTypeCaNeuron)

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ATypeK(ATypeKNeuron)

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BK(BKNeuron)

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SK(SKNeuron)

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NMDA(NMDANeuron)

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SCWBNMDAMagnesiumBlock(SCWBNMDAMagnesiumBlockNeuron)

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MontbrioMPR(MontbrioMeanField)

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Brunel(BrunelNetwork)

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TUM(TUMNetwork)

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ElBoustani(ElBoustaniNetwork)

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GradedSynapse(GradedSynapseNeuron)

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GapJunction(GapJunctionNeuron)

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FHAxon(FrankenhaeUserHuxleyAxon)

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NodeOfRanvier(NodeOfRanvier)

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MyelinAxon(MyelinatedAxon)

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CardiacPurkinje(CardiacPurkinjeFibre)

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SmoothMuscle(SmoothMuscleCell)

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BetaCell(EndocrineBetaCell)

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WrAlphaCell(WrAlpha)

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WrCOBALIFCell(WrCOBALIF)

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WrCompteWMCell(WrCompteWM)

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WrTsodyksMarkramCell(WrTsodyksMarkram)

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WrPinskyRinzelCell(WrPinskyRinzel)

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WrHayL5Cell(WrHayL5)

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WrTwoCompLIFCell(WrTwoCompLIF)

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WrLoihiCUBACell(WrLoihiCUBA)

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WrLoihi2Cell(WrLoihi2)

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WrSpiNNaker2Cell(WrSpiNNaker2)

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WrTrueNorthCell(WrTrueNorth)

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WrIntegerQIFCell(WrIntegerQIF)

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WrMcCullochPittsCell(WrMcCullochPitts)

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WrSigmoidRateCell(WrSigmoidRate)

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WrThresholdLinearCell(WrThresholdLinear)

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WrAstrocyteCell(WrAstrocyte)

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WrInnerHairCellCell(WrInnerHairCell)

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WrOuterHairCellCell(WrOuterHairCell)

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WrRodPhotoreceptorCell(WrRodPhotoreceptor)

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WrConePhotoreceptorCell(WrConePhotoreceptor)

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WrTasteReceptorCell(WrTasteReceptor)

Implementations§

Source§

impl NeuronVariant

Source

pub fn step(&mut self, current: f64) -> i32

Source

pub fn reset(&mut self)

Source

pub fn soma_voltage(&self) -> f64

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