Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z _ _delacc_() (Updater static method) _getacc_() (Updater static method) _setacc_() (Updater static method) A absmax() (in module inferno.functional) absmin() (in module inferno.functional) Accumulator (class in inferno.neural) adaptive_currents_linear() (in module inferno.neural.functional) adaptive_thresholds_linear_spike() (in module inferno.neural.functional) adaptive_thresholds_linear_voltage() (in module inferno.neural.functional) AdaptiveCurrentMixin (class in inferno.neural.neurons.mixins) AdaptiveThresholdMixin (class in inferno.neural.neurons.mixins) add_batched() (BatchMixin method) add_cell() (Biclique method) (CellTrainer method) (Layer method) (RecurrentSerial method) (Serial method) add_connection() (Biclique method) (Layer method) (RecurrentSerial method) (Serial method) add_delayed() (DelayedMixin method) add_monitor() (CellTrainer method) (MonitorPool method) (Observable method) add_neuron() (Biclique method) (Layer method) (RecurrentSerial method) (Serial method) add_observed() (MonitorPool method) add_record() (RecordReducer method) AdEx (class in inferno.neural) ALIF (class in inferno.neural) align() (RecordTensor method) apply_adaptive_currents() (in module inferno.neural.functional) apply_adaptive_thresholds() (in module inferno.neural.functional) assignments (MaxRateClassifier property) astensors() (in module inferno) attributes (RecordTensor property) (ShapedTensor property) (VirtualTensor property) B batched_inshape (Connection property) batched_outshape (Connection property) batchedshape (BatchShapeMixin property) (Neuron property) BatchMixin (class in inferno.neural.mixins) BatchShapeMixin (class in inferno.neural.mixins) batchsz (BatchMixin property) (Connection property) (InfernoNeuron property) (Neuron property) bias (Connection property) (WeightBiasMixin property) biased (Connection property) Biclique (class in inferno.neural) bound_lower_multiplicative() (in module inferno.functional) bound_lower_power() (in module inferno.functional) bound_lower_scaled_multiplicative() (in module inferno.functional) bound_lower_scaled_power() (in module inferno.functional) bound_lower_sharp() (in module inferno.functional) bound_multiplicative() (in module inferno.functional) bound_power() (in module inferno.functional) bound_scaled_multiplicative() (in module inferno.functional) bound_scaled_power() (in module inferno.functional) bound_sharp() (in module inferno.functional) bound_upper_multiplicative() (in module inferno.functional) bound_upper_power() (in module inferno.functional) bound_upper_scaled_multiplicative() (in module inferno.functional) bound_upper_scaled_power() (in module inferno.functional) bound_upper_sharp() (in module inferno.functional) C CAReducer (class in inferno.observe) cdf() (ContinuousDistribution class method) (DiscreteDistribution class method) (LogNormal class method) (Normal class method) (Poisson class method) Cell (class in inferno.neural) cell (IndependentCellTrainer.Unit attribute) (Serial property) cells (CellTrainer property) (Layer property) CellTrainer (class in inferno.learn) Clamping (class in inferno.neural) classify() (MaxRateClassifier method) clear() (Accumulator method) (AdEx method) (ALIF method) (CAReducer method) (CellTrainer method) (Connection method) (DeltaCurrent method) (DeltaPlusCurrent method) (DifferenceMonitor method) (DoubleExponentialCurrent method) (EIF method) (ExactNeuron method) (FoldReducer method) (GLIF1 method) (GLIF2 method) (InfernoNeuron method) (InfernoSynapse method) (Izhikevich method) (Layer method) (LIF method) (Monitor method) (Neuron method) (QIF method) (RecurrentSerial method) (Reducer method) (SingleExponentialCurrent method) (Synapse method) (Updatable method) (Updater method) compatible() (ShapedTensor method) compensated (HomogeneousPoissonEncoder property) ConditionalCumulativeTraceReducer (class in inferno.observe) ConditionalNearestTraceReducer (class in inferno.observe) connection (Cell property) Connection (class in inferno.neural) connection (Serial property) connections (Layer property) constraints (RecordTensor property) (ShapedTensor property) ContextualHook (class in inferno) ContinuousDistribution (class in inferno.stats) Conv2D (class in inferno.neural) count (Neuron property) (ShapeMixin property) create() (RecordTensor class method) (ShapedTensor class method) (VirtualTensor class method) CumulativeTraceReducer (class in inferno.observe) current (CurrentMixin property), [1] (DoubleExponentialCurrent property) (InfernoSynapse property) (SpikeDerivedCurrentMixin property) (Synapse property) current_ (DeltaPlusCurrent attribute) (SingleExponentialCurrent attribute) current_adaptation (AdaptiveCurrentMixin property) current_at() (CurrentMixin method) (DoubleExponentialCurrent method) (InfernoSynapse method) (SpikeDerivedCurrentMixin method) (Synapse method) CurrentDerivedSpikeMixin (class in inferno.neural.synapses.mixins) CurrentMixin (class in inferno.neural.neurons.mixins) (class in inferno.neural.synapses.mixins) D data (FoldReducer property) decr() (RecordTensor method) defaultupdater() (Connection method) (Updatable method) deinitialize() (RecordTensor method) del_cell() (Biclique method) (CellTrainer method) (Layer method) (RecurrentSerial method) (Serial method) del_connection() (Biclique method) (Layer method) (RecurrentSerial method) (Serial method) del_monitor() (CellTrainer method) (MonitorPool method) del_neuron() (Biclique method) (Layer method) (RecurrentSerial method) (Serial method) del_observed() (MonitorPool method) delay (Connection property) (DelayedMixin property) (InfernoSynapse property) (LinearLateral property) (Synapse property) (WeightBiasDelayMixin property) DelayAdjustedKernelSTDP (class in inferno.learn) DelayAdjustedKernelSTDPD (class in inferno.learn) DelayAdjustedMSTDP (class in inferno.learn) DelayAdjustedMSTDPD (class in inferno.learn) DelayAdjustedSTDP (class in inferno.learn) DelayAdjustedSTDPD (class in inferno.learn) delayedby (Connection property) DelayedMixin (class in inferno.neural.mixins) DeltaCurrent (class in inferno.neural) DeltaPlusCurrent (class in inferno.neural) deregister() (Hook method) device (VirtualTensor property) DifferenceMonitor (class in inferno.observe) dimensionality (ShapedTensor property) DimensionReduction (class in inferno.functional) DiscreteDistribution (class in inferno.stats) Distribution (class in inferno.stats) divsum() (in module inferno.functional) DoubleExponentialCurrent (class in inferno.neural) dt (AdEx property) (ALIF property) (ConditionalCumulativeTraceReducer property) (ConditionalNearestTraceReducer property) (Connection property) (CumulativeTraceReducer property) (DelayedMixin property) (EIF property) (ExactNeuron property) (GLIF1 property) (GLIF2 property) (InfernoNeuron property) (InfernoSynapse property) (Izhikevich property) (LIF property) (NearestTraceReducer property) (Neuron property) (QIF property) (RecordReducer property) (RecordTensor property) (RefractoryStepMixin property) (ScaledCumulativeTraceReducer property) (ScaledNearestTraceReducer property) (StepTimeMixin property) (Synapse property) dtype (VirtualTensor property) dump() (FoldReducer method) (Monitor method) (Reducer method) duration (RecordReducer property) (RecordTensor property) (StepMixin property) E EIF (class in inferno.neural) EMAReducer (class in inferno.observe) empty() (in module inferno) evalexec (Hook property) EventReducer (class in inferno.observe) ExactNeuron (class in inferno.extra) exp() (in module inferno) exp_stdp_post_kernel() (in module inferno.functional) exp_stdp_pre_kernel() (in module inferno.functional) exponential_smoothing() (in module inferno) extra_repr() (Connection method) (Neuron method) (Synapse method) extrap_expdecay() (in module inferno.functional) extrap_expratedecay() (in module inferno.functional) extrap_linear_backward() (in module inferno.functional) extrap_linear_forward() (in module inferno.functional) extrap_nearest() (in module inferno.functional) extrap_neighbors() (in module inferno.functional) extrap_next() (in module inferno.functional) extrap_previous() (in module inferno.functional) Extrapolation (class in inferno.functional) F feedback_cell (RecurrentSerial property) feedback_connection (RecurrentSerial property) feedback_neuron (RecurrentSerial property) feedback_synapse (RecurrentSerial property) feedback_updater (RecurrentSerial property) feedfwd_cell (RecurrentSerial property) feedfwd_connection (RecurrentSerial property) feedfwd_neuron (RecurrentSerial property) feedfwd_synapse (RecurrentSerial property) feedfwd_updater (RecurrentSerial property) fold() (CAReducer method) (ConditionalCumulativeTraceReducer method) (ConditionalNearestTraceReducer method) (CumulativeTraceReducer method) (EMAReducer method) (EventReducer method) (FoldReducer method) (NearestTraceReducer method) (PassthroughReducer method) (ScaledCumulativeTraceReducer method) (ScaledNearestTraceReducer method) FoldReducer (class in inferno.observe) forward() (Accumulator method) (AdEx method) (ALIF method) (Cell method) (CellTrainer method) (Connection method) (Conv2D method) (DelayAdjustedKernelSTDP method) (DelayAdjustedKernelSTDPD method) (DelayAdjustedMSTDP method) (DelayAdjustedMSTDPD method) (DelayAdjustedSTDP method) (DelayAdjustedSTDPD method) (DeltaCurrent method) (DeltaPlusCurrent method) (DoubleExponentialCurrent method) (EIF method) (ExactNeuron method) (FoldReducer method) (GLIF1 method) (GLIF2 method) (HomogeneousPoissonApproxEncoder method) (HomogeneousPoissonEncoder method) (InfernoNeuron method) (InfernoSynapse method) (Izhikevich method) (KernelSTDP method) (Layer method) (LIF method) (LinearDense method) (LinearDirect method) (LinearHomeostasis method) (LinearLateral method) (MaxRateClassifier method) (MSTDP method) (MSTDPET method) (Neuron method) (PoissonIntervalEncoder method) (QIF method) (RecurrentSerial method) (Reducer method) (Serial method) (SingleExponentialCurrent method) (StateHook method) (STDP method) (Synapse method) (TripletSTDP method) (Updater method) frequency (HomogeneousPoissonApproxEncoder property) (HomogeneousPoissonEncoder property) (PoissonIntervalEncoder property) full() (in module inferno) fullbound() (Accumulator method) FullBounding (class in inferno.functional) fullc() (in module inferno) G generator (GeneratorMixin property) GeneratorMixin (class in inferno.neural.encoders.mixins) geomean() (in module inferno.functional) get_cell() (CellTrainer method) (Layer method) get_connection() (Layer method) get_extra() (Module method) get_extra_state() (Module method) get_monitor() (CellTrainer method) (MonitorPool method) get_neuron() (Layer method) get_observed() (MonitorPool method) get_unit() (IndependentCellTrainer method) GLIF1 (class in inferno.neural) GLIF2 (class in inferno.neural) H HalfBounding (class in inferno.functional) holt_linear_smoothing() (in module inferno) homogeneous_poisson_exp_interval() (in module inferno.neural.functional) homogeneous_poisson_exp_interval_online() (in module inferno.neural.functional) HomogeneousPoissonApproxEncoder (class in inferno.neural) HomogeneousPoissonEncoder (class in inferno.neural) Hook (class in inferno) hook() (Clamping method) (Normalization method) (StateHook method) I identity() (in module inferno.extra) ignored (ShapedTensor property) inclusive (RecordTensor property) incr() (RecordTensor method) IndependentCellTrainer (class in inferno.learn) IndependentCellTrainer.Unit (class in inferno.learn) inferno.extra module inferno.functional module inferno.learn module inferno.neural module inferno.neural.functional module inferno.stats module InfernoNeuron (class in inferno.neural) InfernoSynapse (class in inferno.neural) inhomogeneous_poisson_bernoulli_approx() (in module inferno.neural.functional) initialize() (RecordTensor method) inplace (InfernoSynapse property) (RecordReducer property) InputMonitor (class in inferno.observe) insert() (RecordTensor method) inshape (Connection property) (Conv2D property) (LinearDense property) (LinearDirect property) (LinearLateral property) insize() (Connection method) interp_expdecay() (in module inferno.functional) interp_expratedecay() (in module inferno.functional) interp_linear() (in module inferno.functional) interp_nearest() (in module inferno.functional) interp_next() (in module inferno.functional) interp_previous() (in module inferno.functional) interpolate() (CAReducer method) (ConditionalCumulativeTraceReducer method) (ConditionalNearestTraceReducer method) (CumulativeTraceReducer method) (EMAReducer method) (EventReducer method) (FoldReducer method) (NearestTraceReducer method) (PassthroughReducer method) (ScaledCumulativeTraceReducer method) (ScaledNearestTraceReducer method) Interpolation (class in inferno.functional) isi() (in module inferno) Izhikevich (class in inferno.neural) K KernelSTDP (class in inferno.learn) L lateral_cell (RecurrentSerial property) lateral_connection (RecurrentSerial property) lateral_synapse (RecurrentSerial property) lateral_updater (RecurrentSerial property) latest (Monitor property) (RecordTensor property) (Reducer property) Layer (class in inferno.neural) LIF (class in inferno.neural) like_bias() (Connection method) (Conv2D method) (LinearDense method) (LinearDirect method) (LinearLateral method) like_input() (Connection method) (Conv2D method) (LinearDense method) (LinearDirect method) (LinearLateral method) like_synaptic() (Connection method) (Conv2D method) (LinearDense method) (LinearDirect method) (LinearLateral method) LinearDense (class in inferno.neural) LinearDirect (class in inferno.neural) LinearHomeostasis (class in inferno.learn) LinearLateral (class in inferno.neural) LinkedAttributes (RecordTensor attribute) (ShapedTensor attribute) (VirtualTensor attribute) live (ShapedTensor property) local_remap() (Cell method) (Observable method) logcdf() (ContinuousDistribution class method) (DiscreteDistribution class method) (LogNormal class method) (Normal class method) (Poisson class method) LogNormal (class in inferno.stats) logpdf() (ContinuousDistribution class method) (LogNormal class method) (Normal class method) logpmf() (DiscreteDistribution class method) (Poisson class method) lowerbound() (Accumulator method) M ManyToMany (class in inferno.types) ManyToManyMethod (class in inferno.types) ManyToOne (class in inferno.types) ManyToOneMethod (class in inferno.types) max() (in module inferno.functional) MaxRateClassifier (class in inferno.learn) mean() (Distribution class method) (in module inferno.functional) (LogNormal class method) (Normal class method) (Poisson class method) median() (in module inferno.functional) min() (in module inferno.functional) module inferno.extra inferno.functional inferno.learn inferno.neural inferno.neural.functional inferno.stats Module (class in inferno) module (StateHook property) Monitor (class in inferno.observe) MonitorConstructor (class in inferno.observe) MonitorPool (class in inferno.observe) monitors (CellTrainer property) (IndependentCellTrainer.Unit attribute) (MonitorPool property) (Observable property) MSTDP (class in inferno.learn) MSTDPET (class in inferno.learn) N name (ShapedTensor property) (VirtualTensor property) named_cells (CellTrainer property) (Layer property) named_connections (Layer property) named_monitors (CellTrainer property) (MonitorPool property) named_monitors_of() (CellTrainer method) (MonitorPool method) named_neurons (Layer property) named_synapses (Layer property) names (Updater property) nandivsum() (in module inferno.functional) nangeomean() (in module inferno.functional) nanmean() (in module inferno.functional) nanmedian() (in module inferno.functional) nanquantile() (in module inferno.functional) nansum() (in module inferno.functional) nclass (MaxRateClassifier property) ndim (MaxRateClassifier property) NearestTraceReducer (class in inferno.observe) neg (Accumulator property) neg_current (DoubleExponentialCurrent property) neg_current_ (DoubleExponentialCurrent attribute) neg_current_at() (DoubleExponentialCurrent method) neuron (Cell property) Neuron (class in inferno.neural) neuron (Serial property) neurons (Layer property) Normal (class in inferno.stats) normal() (in module inferno) Normalization (class in inferno.neural) normalize() (in module inferno) O Observable (class in inferno.observe) occurrences (MaxRateClassifier property) ones() (in module inferno) OneToMany (class in inferno.types) OneToManyMethod (class in inferno.types) OneToOne (class in inferno.types) OneToOneMethod (class in inferno.types) OutputMonitor (class in inferno.observe) outshape (Connection property) (Conv2D property) (LinearDense property) (LinearDirect property) (LinearLateral property) outsize() (Connection method) owner (ShapedTensor property) (VirtualTensor property) P params_mv() (LogNormal class method) (Normal class method) parent (Updater property) partialconstructor() (DeltaCurrent class method) (DeltaPlusCurrent class method) (DifferenceMonitor class method) (DoubleExponentialCurrent class method) (InfernoSynapse class method) (InputMonitor class method) (Monitor class method) (OutputMonitor class method) (SingleExponentialCurrent class method) (StateMonitor class method) (Synapse class method) PassthroughReducer (class in inferno.observe) pdf() (ContinuousDistribution class method) (LogNormal class method) (Normal class method) peek() (FoldReducer method) (Monitor method) (RecordTensor method) (Reducer method) pmf() (DiscreteDistribution class method) (Poisson class method) pointer (RecordTensor property) Poisson (class in inferno.stats) poisson_interval() (in module inferno.neural.functional) poisson_interval_online() (in module inferno.neural.functional) PoissonIntervalEncoder (class in inferno.neural) pool (MonitorPool property) pop() (RecordTensor method) pos (Accumulator property) pos_current (DoubleExponentialCurrent property) pos_current_ (DoubleExponentialCurrent attribute) pos_current_at() (DoubleExponentialCurrent method) postspike (Cell property) postsyn_receptive() (Connection method) (Conv2D method) (LinearDense method) (LinearDirect method) (LinearLateral method) postvoltage (Cell property) precurrent (Cell property) prespike (Cell property) presyn_receptive() (Connection method) (Conv2D method) (LinearDense method) (LinearDirect method) (LinearLateral method) proportions (MaxRateClassifier property) push() (FoldReducer method) (RecordTensor method) (Reducer method) Q QIF (class in inferno.neural) quantile() (in module inferno.functional) R rates (MaxRateClassifier property) read() (RecordTensor method) readrange() (RecordTensor method) realign_attribute() (Observable method) reconstrain() (RecordTensor method) (ShapedTensor method) RecordReducer (class in inferno.observe) recordsz (RecordTensor property) RecordTensor (class in inferno) RecurrentSerial (class in inferno.neural) Reducer (class in inferno.observe) reducer (Monitor property) reduction() (Accumulator method) refrac (ExactNeuron property) (HomogeneousPoissonEncoder property) (InfernoNeuron property) (Neuron property) (RefractoryMixin property) (RefractoryStepMixin property) RefractoryMixin (class in inferno.neural.neurons.mixins) RefractoryStepMixin (class in inferno.neural.encoders.mixins) register() (Hook method) (Monitor method) (StateHook method) register_cell() (DelayAdjustedKernelSTDP method) (DelayAdjustedKernelSTDPD method) (DelayAdjustedMSTDP method) (DelayAdjustedMSTDPD method) (DelayAdjustedSTDP method) (DelayAdjustedSTDPD method) (IndependentCellTrainer method) (KernelSTDP method) (LinearHomeostasis method) (MSTDP method) (MSTDPET method) (STDP method) (TripletSTDP method) register_extra() (Module method) registered (Hook property) regress() (MaxRateClassifier method) rescale() (in module inferno) reset() (RecordTensor method) resize() (ShapedTensor static method) S sample() (Distribution class method) (LogNormal class method) (Normal class method) (Poisson class method) sample_mv() (LogNormal class method) (Normal class method) scalar() (in module inferno) ScaledCumulativeTraceReducer (class in inferno.observe) ScaledNearestTraceReducer (class in inferno.observe) select() (RecordTensor method) selector (Connection property) (Conv2D property) (LinearDense property) (LinearDirect property) (LinearLateral property) Serial (class in inferno.neural) set_extra_state() (Module method) shape (MaxRateClassifier property) (Neuron property) (RecordTensor property) (ShapeMixin property) ShapedTensor (class in inferno) ShapeMixin (class in inferno.neural.mixins) SingleExponentialCurrent (class in inferno.neural) spike (CurrentDerivedSpikeMixin property) (ExactNeuron property) (InfernoNeuron property) (InfernoSynapse property) (Neuron property) (SpikeMixin property) (SpikeRefractoryMixin property) (Synapse property) spike_ (DeltaCurrent attribute) (DeltaPlusCurrent attribute) (DoubleExponentialCurrent attribute) (SingleExponentialCurrent attribute) spike_at() (CurrentDerivedSpikeMixin method) (InfernoSynapse method) (SpikeMixin method) (Synapse method) SpikeCurrentMixin (class in inferno.neural.synapses.mixins) SpikeDerivedCurrentMixin (class in inferno.neural.synapses.mixins) SpikeMixin (class in inferno.neural.synapses.mixins) SpikeRefractoryMixin (class in inferno.neural.neurons.mixins) SpikeTimeHalfKernel (class in inferno.functional) sqrt() (in module inferno) state (IndependentCellTrainer.Unit attribute) StateHook (class in inferno) StateMonitor (class in inferno.observe) STDP (class in inferno.learn) StepMixin (class in inferno.neural.encoders.mixins) steps (StepMixin property) StepTimeMixin (class in inferno.neural.encoders.mixins) strict (ShapedTensor property) sum() (in module inferno.functional) synapse (Cell property) Synapse (class in inferno.neural) synapse (Connection property) (Serial property) SynapseConstructor (class in inferno.neural) syncurrent (Connection property) synspike (Connection property) T threshold_adaptation (AdaptiveThresholdMixin property) to() (VirtualTensor method) trace_cumulative() (in module inferno) trace_cumulative_scaled() (in module inferno) trace_nearest() (in module inferno) trace_nearest_scaled() (in module inferno) train() (CellTrainer method) trainexec (Hook property) TripletSTDP (class in inferno.learn) tuplewrap() (in module inferno.extra) U uniform() (in module inferno) Updatable (class in inferno.neural) updatable (Updatable property) update() (Accumulator method) (CellTrainer method) (Layer method) (MaxRateClassifier method) (Updatable method) updater (Cell property) Updater (class in inferno.neural) updater (Serial property) (Updatable property) updatesome() (Updatable method) upperbound() (Accumulator method) V valid (ShapedTensor property) validate() (Distribution class method) (LogNormal class method) (Normal class method) (Poisson class method) value (RecordTensor property) (ShapedTensor property) (VirtualTensor property) variance() (Distribution class method) (LogNormal class method) (Normal class method) (Poisson class method) varidentity() (in module inferno.extra) victor_purpura_pair_dist() (in module inferno) view() (FoldReducer method) (Monitor method) (Reducer method) VirtualTensor (class in inferno) voltage (ExactNeuron property) (InfernoNeuron property) (Neuron property) (VoltageMixin property) voltage_integration_linear() (in module inferno.neural.functional) voltage_integration_quadratic() (in module inferno.neural.functional) voltage_thresholding_constant() (in module inferno.neural.functional) voltage_thresholding_linear() (in module inferno.neural.functional) VoltageMixin (class in inferno.neural.neurons.mixins) W weight (Connection property) (LinearLateral property) (WeightMixin property) WeightBiasDelayMixin (class in inferno.neural.connections.mixins) WeightBiasMixin (class in inferno.neural.connections.mixins) WeightMixin (class in inferno.neural.connections.mixins) wiring() (Biclique method) (Layer method) (RecurrentSerial method) (Serial method) write() (RecordTensor method) writerange() (RecordTensor method) Z zeros() (in module inferno)