List of all items

Structs

• BitstreamEncoder
• DenseLayer
• FixedPointLif
• Lfsr16
• PyAdExNeuron
• PyBitStreamTensor
• PyBitstreamAverager
• PyBrunelNetwork
• PyCorticalColumn
• PyDifferentiableDenseLayer
• PyExpIFNeuron
• PyIzhikevich
• PyKuramotoSolver
• PyLapicqueNeuron
• PyNetworkRunner
• PyRallDendrite
• PySCPNMetrics
• PyScGraph
• PyScGraphBuilder
• PyStochasticAttention
• PyStochasticGraphLayer
• PySurrogateLif
• StdpSynapse
• attention::StochasticAttention
• bitstream::BitStreamTensor
• brunel::BrunelNetwork
• conv::Conv2DLayer
• cortical_column::CorticalColumnRust
• cortical_column::SimpleRng
• encoder::BitstreamEncoder
• encoder::Lfsr16
• fusion::FusionLayer
• fusion::LearningLayer
• fusion::MemristiveLayer
• grad::surrogate::DifferentiableDenseLayer
• grad::surrogate::SurrogateLif
• graph::CsrMatrix
• graph::StochasticGraphLayer
• ir::builder::ScGraphBuilder
• ir::graph::DenseParams
• ir::graph::LifParams
• ir::graph::ScGraph
• ir::graph::ValueId
• ir::parser::ParseError
• ir::verify::VerifyError
• layer::DenseLayer
• network_runner::NetworkRunner
• network_runner::PopulationRunner
• network_runner::ProjectionRunner
• network_runner::SimResults
• neuron::AdExNeuron
• neuron::BitstreamAverager
• neuron::DendriticNeuron
• neuron::ExpIfNeuron
• neuron::FixedPointLif
• neuron::HomeostaticLif
• neuron::Izhikevich
• neuron::LapicqueNeuron
• neurons::ai_optimized::ArcaneNeuron
• neurons::ai_optimized::AttentionGatedNeuron
• neurons::ai_optimized::CompositionalBindingNeuron
• neurons::ai_optimized::ContinuousAttractorNeuron
• neurons::ai_optimized::DifferentiableSurrogateNeuron
• neurons::ai_optimized::MetaPlasticNeuron
• neurons::ai_optimized::MultiTimescaleNeuron
• neurons::ai_optimized::PredictiveCodingNeuron
• neurons::ai_optimized::SelfReferentialNeuron
• neurons::biophysical::AvRonCardiacNeuron
• neurons::biophysical::BertramPhantomBurster
• neurons::biophysical::ConnorStevensNeuron
• neurons::biophysical::DeSchutterPurkinjeNeuron
• neurons::biophysical::DestexheThalamicNeuron
• neurons::biophysical::DurstewitzDopamineNeuron
• neurons::biophysical::GIFPopulationNeuron
• neurons::biophysical::GLIFNeuron
• neurons::biophysical::GolombFSNeuron
• neurons::biophysical::HillTononiNeuron
• neurons::biophysical::HodgkinHuxleyNeuron
• neurons::biophysical::HuberBraunNeuron
• neurons::biophysical::MainenSejnowskiNeuron
• neurons::biophysical::MihalasNieburNeuron
• neurons::biophysical::PlantR15Neuron
• neurons::biophysical::PospischilNeuron
• neurons::biophysical::PrescottNeuron
• neurons::biophysical::TraubMilesNeuron
• neurons::biophysical::WangBuzsakiNeuron
• neurons::biophysical::YamadaNeuron
• neurons::hardware::AkidaNeuron
• neurons::hardware::BrainScaleSAdExNeuron
• neurons::hardware::DPINeuron
• neurons::hardware::Loihi2Neuron
• neurons::hardware::LoihiCUBANeuron
• neurons::hardware::NeuroGridNeuron
• neurons::hardware::SpiNNaker2Neuron
• neurons::hardware::SpiNNakerLIFNeuron
• neurons::hardware::TrueNorthNeuron
• neurons::maps::CazellesMapNeuron
• neurons::maps::ChialvoMapNeuron
• neurons::maps::CourageNekorkinMapNeuron
• neurons::maps::IbarzTanakaMapNeuron
• neurons::maps::MedvedevMapNeuron
• neurons::maps::RulkovMapNeuron
• neurons::multi_compartment::BoothRinzelNeuron
• neurons::multi_compartment::DendrifyNeuron
• neurons::multi_compartment::HayL5PyramidalNeuron
• neurons::multi_compartment::MarderSTGNeuron
• neurons::multi_compartment::PinskyRinzelNeuron
• neurons::multi_compartment::RallCableNeuron
• neurons::multi_compartment::TwoCompartmentLIFNeuron
• neurons::rate::AmariNeuralField
• neurons::rate::AstrocyteModel
• neurons::rate::CompteWMNeuron
• neurons::rate::FractionalLIFNeuron
• neurons::rate::LeakyCompeteFireNeuron
• neurons::rate::LiquidTimeConstantNeuron
• neurons::rate::McCullochPittsNeuron
• neurons::rate::ParallelSpikingNeuron
• neurons::rate::SiegertTransferFunction
• neurons::rate::SigmoidRateNeuron
• neurons::rate::ThresholdLinearRateNeuron
• neurons::rate::TsodyksMarkramNeuron
• neurons::simple_spiking::AlphaNeuron
• neurons::simple_spiking::BendaHerzNeuron
• neurons::simple_spiking::ButeraRespiratoryNeuron
• neurons::simple_spiking::COBALIFNeuron
• neurons::simple_spiking::ChayKeizerNeuron
• neurons::simple_spiking::ChayNeuron
• neurons::simple_spiking::EPropALIFNeuron
• neurons::simple_spiking::FitzHughNagumoNeuron
• neurons::simple_spiking::FitzHughRinzelNeuron
• neurons::simple_spiking::GutkinErmentroutNeuron
• neurons::simple_spiking::HindmarshRoseNeuron
• neurons::simple_spiking::LearnableNeuronModel
• neurons::simple_spiking::McKeanNeuron
• neurons::simple_spiking::MorrisLecarNeuron
• neurons::simple_spiking::PernarowskiNeuron
• neurons::simple_spiking::ResonateAndFireNeuron
• neurons::simple_spiking::ShermanRinzelKeizerNeuron
• neurons::simple_spiking::SuperSpikeNeuron
• neurons::simple_spiking::TermanWangOscillator
• neurons::simple_spiking::WilsonHRNeuron
• neurons::special::ErmentroutKopellPopulation
• neurons::special::GLMNeuron
• neurons::special::GalvesLocherbachNeuron
• neurons::special::GammaRenewalNeuron
• neurons::special::InhomogeneousPoissonNeuron
• neurons::special::JansenRitUnit
• neurons::special::LarterBreakspearNeuron
• neurons::special::PoissonNeuron
• neurons::special::SpikeResponseNeuron
• neurons::special::StochasticIFNeuron
• neurons::special::WendlingNeuron
• neurons::special::WilsonCowanUnit
• neurons::special::WongWangUnit
• neurons::trivial::AdaptiveThresholdIFNeuron
• neurons::trivial::ClosedFormContinuousNeuron
• neurons::trivial::ComplementaryLIFNeuron
• neurons::trivial::EnergyLIFNeuron
• neurons::trivial::EscapeRateNeuron
• neurons::trivial::GatedLIFNeuron
• neurons::trivial::InhibitoryLIFNeuron
• neurons::trivial::IntegerQIFNeuron
• neurons::trivial::KLIFNeuron
• neurons::trivial::MATNeuron
• neurons::trivial::NonResettingLIFNeuron
• neurons::trivial::NonlinearLIFNeuron
• neurons::trivial::ParametricLIFNeuron
• neurons::trivial::PerfectIntegratorNeuron
• neurons::trivial::QuadraticIFNeuron
• neurons::trivial::SFANeuron
• neurons::trivial::SigmaDeltaNeuron
• neurons::trivial::ThetaNeuron
• pyo3_neurons::PyAdaptiveThresholdIFNeuron
• pyo3_neurons::PyAkidaNeuron
• pyo3_neurons::PyAlphaNeuron
• pyo3_neurons::PyAmariNeuralField
• pyo3_neurons::PyArcaneNeuron
• pyo3_neurons::PyAstrocyteModel
• pyo3_neurons::PyAttentionGatedNeuron
• pyo3_neurons::PyAvRonCardiacNeuron
• pyo3_neurons::PyBendaHerzNeuron
• pyo3_neurons::PyBertramPhantomBurster
• pyo3_neurons::PyBoothRinzelNeuron
• pyo3_neurons::PyBrainScaleSAdExNeuron
• pyo3_neurons::PyButeraRespiratoryNeuron
• pyo3_neurons::PyCOBALIFNeuron
• pyo3_neurons::PyCazellesMapNeuron
• pyo3_neurons::PyChayKeizerNeuron
• pyo3_neurons::PyChayNeuron
• pyo3_neurons::PyChialvoMapNeuron
• pyo3_neurons::PyClosedFormContinuousNeuron
• pyo3_neurons::PyComplementaryLIFNeuron
• pyo3_neurons::PyCompositionalBindingNeuron
• pyo3_neurons::PyCompteWMNeuron
• pyo3_neurons::PyConnorStevensNeuron
• pyo3_neurons::PyContinuousAttractorNeuron
• pyo3_neurons::PyCourageNekorkinMapNeuron
• pyo3_neurons::PyDPINeuron
• pyo3_neurons::PyDeSchutterPurkinjeNeuron
• pyo3_neurons::PyDendrifyNeuron
• pyo3_neurons::PyDestexheThalamicNeuron
• pyo3_neurons::PyDifferentiableSurrogateNeuron
• pyo3_neurons::PyDurstewitzDopamineNeuron
• pyo3_neurons::PyEPropALIFNeuron
• pyo3_neurons::PyEnergyLIFNeuron
• pyo3_neurons::PyErmentroutKopellPopulation
• pyo3_neurons::PyEscapeRateNeuron
• pyo3_neurons::PyFitzHughNagumoNeuron
• pyo3_neurons::PyFitzHughRinzelNeuron
• pyo3_neurons::PyFractionalLIFNeuron
• pyo3_neurons::PyGIFPopulationNeuron
• pyo3_neurons::PyGLIFNeuron
• pyo3_neurons::PyGLMNeuron
• pyo3_neurons::PyGalvesLocherbachNeuron
• pyo3_neurons::PyGammaRenewalNeuron
• pyo3_neurons::PyGatedLIFNeuron
• pyo3_neurons::PyGolombFSNeuron
• pyo3_neurons::PyGutkinErmentroutNeuron
• pyo3_neurons::PyHayL5PyramidalNeuron
• pyo3_neurons::PyHillTononiNeuron
• pyo3_neurons::PyHindmarshRoseNeuron
• pyo3_neurons::PyHodgkinHuxleyNeuron
• pyo3_neurons::PyHuberBraunNeuron
• pyo3_neurons::PyIbarzTanakaMapNeuron
• pyo3_neurons::PyInhibitoryLIFNeuron
• pyo3_neurons::PyInhomogeneousPoissonNeuron
• pyo3_neurons::PyIntegerQIFNeuron
• pyo3_neurons::PyJansenRitUnit
• pyo3_neurons::PyKLIFNeuron
• pyo3_neurons::PyLarterBreakspearNeuron
• pyo3_neurons::PyLeakyCompeteFireNeuron
• pyo3_neurons::PyLearnableNeuronModel
• pyo3_neurons::PyLiquidTimeConstantNeuron
• pyo3_neurons::PyLoihi2Neuron
• pyo3_neurons::PyLoihiCUBANeuron
• pyo3_neurons::PyMATNeuron
• pyo3_neurons::PyMainenSejnowskiNeuron
• pyo3_neurons::PyMarderSTGNeuron
• pyo3_neurons::PyMcCullochPittsNeuron
• pyo3_neurons::PyMcKeanNeuron
• pyo3_neurons::PyMedvedevMapNeuron
• pyo3_neurons::PyMetaPlasticNeuron
• pyo3_neurons::PyMihalasNieburNeuron
• pyo3_neurons::PyMorrisLecarNeuron
• pyo3_neurons::PyMultiTimescaleNeuron
• pyo3_neurons::PyNeuroGridNeuron
• pyo3_neurons::PyNonResettingLIFNeuron
• pyo3_neurons::PyNonlinearLIFNeuron
• pyo3_neurons::PyParallelSpikingNeuron
• pyo3_neurons::PyParametricLIFNeuron
• pyo3_neurons::PyPerfectIntegratorNeuron
• pyo3_neurons::PyPernarowskiNeuron
• pyo3_neurons::PyPinskyRinzelNeuron
• pyo3_neurons::PyPlantR15Neuron
• pyo3_neurons::PyPoissonNeuron
• pyo3_neurons::PyPospischilNeuron
• pyo3_neurons::PyPredictiveCodingNeuron
• pyo3_neurons::PyPrescottNeuron
• pyo3_neurons::PyQuadraticIFNeuron
• pyo3_neurons::PyRallCableNeuron
• pyo3_neurons::PyResonateAndFireNeuron
• pyo3_neurons::PyRulkovMapNeuron
• pyo3_neurons::PySFANeuron
• pyo3_neurons::PySelfReferentialNeuron
• pyo3_neurons::PyShermanRinzelKeizerNeuron
• pyo3_neurons::PySiegertTransferFunction
• pyo3_neurons::PySigmaDeltaNeuron
• pyo3_neurons::PySigmoidRateNeuron
• pyo3_neurons::PySpiNNaker2Neuron
• pyo3_neurons::PySpiNNakerLIFNeuron
• pyo3_neurons::PySpikeResponseNeuron
• pyo3_neurons::PyStochasticIFNeuron
• pyo3_neurons::PySuperSpikeNeuron
• pyo3_neurons::PyTermanWangOscillator
• pyo3_neurons::PyThetaNeuron
• pyo3_neurons::PyThresholdLinearRateNeuron
• pyo3_neurons::PyTraubMilesNeuron
• pyo3_neurons::PyTrueNorthNeuron
• pyo3_neurons::PyTsodyksMarkramNeuron
• pyo3_neurons::PyTwoCompartmentLIFNeuron
• pyo3_neurons::PyWangBuzsakiNeuron
• pyo3_neurons::PyWendlingNeuron
• pyo3_neurons::PyWilsonCowanUnit
• pyo3_neurons::PyWilsonHRNeuron
• pyo3_neurons::PyWongWangUnit
• pyo3_neurons::PyYamadaNeuron
• rall_dendrite::RallDendriteRust
• recorder::SpikeRecorder
• recurrent::RecurrentLayer
• scpn::kuramoto::KuramotoSolver
• scpn::metrics::SCPNMetrics
• sobol::SobolEngine
• synapses::RewardStdpSynapse
• synapses::StaticSynapse
• synapses::StdpParams
• synapses::StdpSynapse

Enums

• grad::surrogate::SurrogateType
• graph::AdjStorage
• ir::graph::ReduceMode
• ir::graph::ScConst
• ir::graph::ScOp
• ir::graph::ScType
• network_runner::NeuronVariant

Macros

• network_runner::all_variants
• network_runner::dispatch_reset
• network_runner::dispatch_step
• pyo3_neurons::py_neuron_default

Functions

• __pyfunction_batch_encode
• __pyfunction_batch_encode_numpy
• __pyfunction_batch_lif_run
• __pyfunction_batch_lif_run_multi
• __pyfunction_batch_lif_run_varying
• __pyfunction_ir_emit_sv
• __pyfunction_ir_parse
• __pyfunction_ir_print
• __pyfunction_ir_verify
• __pyfunction_pack_bitstream
• __pyfunction_pack_bitstream_numpy
• __pyfunction_popcount
• __pyfunction_popcount_numpy
• __pyfunction_py_adaptive_length
• __pyfunction_py_cordiv
• __pyfunction_py_phi_star
• __pyfunction_py_predict_xor_ema
• __pyfunction_py_predict_xor_lfsr
• __pyfunction_py_prediction_error
• __pyfunction_py_recover_xor_ema
• __pyfunction_py_recover_xor_lfsr
• __pyfunction_set_num_threads
• __pyfunction_simd_tier
• __pyfunction_unpack_bitstream
• __pyfunction_unpack_bitstream_numpy
• attention::extract_head_columns
• attention::flatten_rows
• attention::validate_multihead_shapes
• attention::validate_shapes
• batch_encode
• batch_encode_numpy
• batch_lif_run
• batch_lif_run_multi
• batch_lif_run_varying
• bitstream::bernoulli_packed
• bitstream::bernoulli_packed_fast
• bitstream::bernoulli_packed_simd
• bitstream::bernoulli_stream
• bitstream::bitwise_and
• bitstream::encode_and_popcount
• bitstream::encode_matrix_prob_to_packed
• bitstream::pack
• bitstream::pack_fast
• bitstream::popcount
• bitstream::popcount_words_portable
• bitstream::simd_bernoulli_compare
• bitstream::swar_popcount_word
• bitstream::unpack
• brunel::poisson_sample
• connectome::barabasi_albert
• connectome::watts_strogatz
• cordiv::adaptive_length_hoeffding
• cordiv::cordiv
• cordiv::cordiv_packed
• extract_matrix_f64
• fault::inject_bitflips
• fault::inject_stuck_at
• graph::csr_degrees
• graph::dense_degrees
• graph::random_weights
• ir::emit_mlir::emit
• ir::emit_mlir::value_wire
• ir::emit_sv::emit
• ir::emit_sv::emit_constant
• ir::emit_sv::find_value_width
• ir::emit_sv::type_to_width
• ir::emit_sv::value_to_wire
• ir::parser::extract_kv
• ir::parser::make_err
• ir::parser::parse
• ir::parser::parse_and
• ir::parser::parse_constant
• ir::parser::parse_dense_forward
• ir::parser::parse_div_const
• ir::parser::parse_encode
• ir::parser::parse_graph_forward
• ir::parser::parse_input
• ir::parser::parse_kuramoto_step
• ir::parser::parse_lif_step
• ir::parser::parse_offset
• ir::parser::parse_output
• ir::parser::parse_popcount
• ir::parser::parse_reduce
• ir::parser::parse_scalar_constant
• ir::parser::parse_scale
• ir::parser::parse_softmax_attention
• ir::parser::parse_type
• ir::parser::parse_value_id
• ir::parser::parse_vector_constant
• ir::parser::parse_xor
• ir::printer::print
• ir::verify::verify
• ir::verify::verify_no_cycles
• ir::verify::verify_operand_defs
• ir::verify::verify_ssa
• ir_emit_sv
• ir_parse
• ir_print
• ir_verify
• network_runner::create_neuron
• network_runner::create_population
• network_runner::supported_models
• neuron::mask
• neurons::biophysical::safe_rate
• pack_bitstream
• pack_bitstream_numpy
• parse_sc_type
• parse_surrogate
• phi::covariance_matrix
• phi::determinant
• phi::gaussian_mi
• phi::phi_star
• popcount
• popcount_numpy
• predictive_coding::batch_prediction_error
• predictive_coding::predict_and_xor_ema
• predictive_coding::predict_and_xor_lfsr
• predictive_coding::prediction_error_packed
• predictive_coding::update_prediction_weights
• predictive_coding::xor_and_recover_ema
• predictive_coding::xor_and_recover_lfsr
• py_adaptive_length
• py_cordiv
• py_phi_star
• py_predict_xor_ema
• py_predict_xor_lfsr
• py_prediction_error
• py_recover_xor_ema
• py_recover_xor_lfsr
• pyo3_neurons::register_neuron_classes
• reshape_flat_to_rows
• sc_neurocore_engine
• scpn::kuramoto::fill_standard_normals
• set_num_threads
• simd::avx2::bernoulli_compare_avx2
• simd::avx2::dot_f64_avx2
• simd::avx2::fused_and_popcount_avx2
• simd::avx2::fused_xor_popcount_avx2
• simd::avx2::hamming_distance_avx2
• simd::avx2::max_f64_avx2
• simd::avx2::pack_avx2
• simd::avx2::popcount_avx2
• simd::avx2::scale_f64_avx2
• simd::avx2::softmax_inplace_f64_avx2
• simd::avx2::sum_f64_avx2
• simd::avx512::bernoulli_compare_avx512
• simd::avx512::dot_f64_avx512
• simd::avx512::fused_and_popcount_avx512
• simd::avx512::fused_xor_popcount_avx512
• simd::avx512::max_f64_avx512
• simd::avx512::pack_avx512
• simd::avx512::popcount_avx512
• simd::avx512::scale_f64_avx512
• simd::avx512::sum_f64_avx512
• simd::dot_f64_dispatch
• simd::encode_and_popcount_dispatch
• simd::fused_and_popcount_dispatch
• simd::fused_xor_popcount_dispatch
• simd::hamming_distance_dispatch
• simd::max_f64_dispatch
• simd::neon::dot_f64_neon
• simd::neon::max_f64_neon
• simd::neon::popcount_neon
• simd::neon::scale_f64_neon
• simd::neon::sum_f64_neon
• simd::pack_dispatch
• simd::popcount_dispatch
• simd::rvv::dot_f64_rvv
• simd::rvv::fused_and_popcount_rvv
• simd::rvv::fused_xor_popcount_rvv
• simd::rvv::hamming_distance_rvv
• simd::rvv::max_f64_rvv
• simd::rvv::pack_rvv
• simd::rvv::popcount_rvv
• simd::rvv::scale_f64_rvv
• simd::rvv::softmax_inplace_f64_rvv
• simd::rvv::sum_f64_rvv
• simd::scale_f64_dispatch
• simd::softmax_inplace_f64_dispatch
• simd::sum_f64_dispatch
• simd::sve::dot_f64_sve
• simd::sve::fused_and_popcount_sve
• simd::sve::fused_xor_popcount_sve
• simd::sve::hamming_distance_sve
• simd::sve::max_f64_sve
• simd::sve::pack_sve
• simd::sve::popcount_sve
• simd::sve::scale_f64_sve
• simd::sve::softmax_inplace_f64_sve
• simd::sve::sum_f64_sve
• simd_tier
• sobol::generate_sobol_bitstream
• sobol::generate_sobol_packed
• unpack_bitstream
• unpack_bitstream_numpy

Constants

• layer::RAYON_ENCODE_THRESHOLD
• layer::RAYON_NEURON_THRESHOLD
• network_runner::CHUNK_SIZE
• scpn::kuramoto::TWO_PI