Index

A

adam_opt (class in neuralflow.base_optimizer)

C

change_format() (SpikeData method) compute_FC() (FC_tools method) compute_rho0() (model method) compute_tr_loglik() (Optimization method) compute_val_loglik() (Optimization method)

cos_fourth_power() (in module neuralflow.peq_models) cos_square() (in module neuralflow.firing_rate_models) (in module neuralflow.peq_models) custom() (in module neuralflow.firing_rate_models) (in module neuralflow.peq_models)

D

Differentiate() (GLLgrid method)

double_well() (in module neuralflow.peq_models)

F

FC_tools (class in neuralflow.feature_complexity.fc_base) FeatureComplexity() (model method) FeatureComplexityFderiv() (model method)

FeatureConsistencyAnalysis() (FC_tools method) force_from_peq() (model method) Fr_from_fr() (model method) fr_from_Fr() (model method)

G

gd_opt (class in neuralflow.base_optimizer) generate_data() (SyntheticData method) get_fr_lambda() (model method) get_grad_data() (Grads method)

get_params() (model method) get_params_for_grad() (model method) GLLgrid (class in neuralflow.grid) Grads (class in neuralflow.gradients)

I

init_from_grid() (PDESolve class method) initialize() (adam_opt class method) (gd_opt class method)

Integrate() (GLLgrid method)

J

JS_divergence_non_st() (FC_tools method)

JS_divergence_st() (FC_tools method) JS_divergence_timedep() (FC_tools method)

L

line_search_score_C() (Optimization method) line_search_score_D() (Optimization method)

linear() (in module neuralflow.firing_rate_models) linear_pot() (in module neuralflow.peq_models)

M

manual() (in module neuralflow.peq_models) mixture() (in module neuralflow.peq_models) model (class in neuralflow.model) module neuralflow.firing_rate_models neuralflow.peq_models neuralflow.viterbi

moving_average() (FC_tools static method)

N

NeedToReflect() (FC_tools method) neuralflow.firing_rate_models module neuralflow.peq_models module

neuralflow.viterbi module new_model() (model class method)

O

Optimization (class in neuralflow.optimization)

P

PDESolve (class in neuralflow.PDE_Solve)

peaks() (in module neuralflow.firing_rate_models) peq_from_force() (model method)

R

rectified_linear() (in module neuralflow.firing_rate_models)

run_optimization() (Optimization method) run_viterbi() (Viterbi method)

S

set_BoundCond() (PDESolve method) single_well() (in module neuralflow.peq_models) sinus() (in module neuralflow.firing_rate_models) solve_EV() (PDESolve method)

SpikeData (class in neuralflow.spike_data) stepping() (in module neuralflow.peq_models) sync_model() (model method) SyntheticData (class in neuralflow.data_generation)

T

to_GPU() (SpikeData method) transform_isis_to_spikes() (SpikeData static method)

transform_spikes_to_isi() (SpikeData static method) trial_average_fr() (SpikeData method)

U

uniform() (in module neuralflow.peq_models)

V

Viterbi (class in neuralflow.viterbi)