Index

B

BioFORCEModel (class in tension.constrained) build() (tension.base.FORCELayer method) (tension.base.FORCEModel method) (tension.constrained.ConstrainedNoFeedbackESN method) (tension.models.FullFORCEModel method) (tension.models.NoFeedbackESN method)

C

call() (tension.base.FORCELayer method) (tension.base.FORCEModel method) (tension.constrained.ConstrainedNoFeedbackESN method) (tension.models.EchoStateNetwork method) (tension.models.FullFORCEModel method) (tension.models.NoFeedbackESN method) (tension.spiking.SpikingNN method)

coerce_input_data() (tension.base.FORCEModel method) compile() (tension.base.FORCEModel method) compute_current() (tension.spiking.OptimizedSpikingNN method) (tension.spiking.SpikingNN method) ConstrainedNoFeedbackESN (class in tension.constrained)

E

EchoStateNetwork (class in tension.models)

evaluate() (tension.base.FORCEModel method)

F

fit() (tension.base.FORCEModel method) force_layer_call() (tension.base.FORCEModel method) (tension.models.FullFORCEModel method) (tension.spiking.SpikingNNModel method) FORCELayer (class in tension.base)

FORCEModel (class in tension.base) from_weights() (tension.base.FORCELayer class method) (tension.constrained.ConstrainedNoFeedbackESN class method) (tension.models.NoFeedbackESN class method) FullFORCEModel (class in tension.models)

G

get_initial_state() (tension.base.FORCELayer method) (tension.constrained.ConstrainedNoFeedbackESN method) (tension.models.EchoStateNetwork method) (tension.spiking.SpikingNN method)

I

initialize_feedback_kernel() (tension.base.FORCELayer method) (tension.spiking.SpikingNN method) initialize_input_kernel() (tension.base.FORCELayer method) initialize_output_kernel() (tension.base.FORCELayer method) (tension.spiking.SpikingNN method) initialize_P() (tension.base.FORCEModel method) (tension.models.FullFORCEModel method) (tension.models.OptimizedFORCEModel method) initialize_recurrent_kernel() (tension.base.FORCELayer method) (tension.constrained.ConstrainedNoFeedbackESN method) (tension.spiking.SpikingNN method)

initialize_target_network() (tension.models.FullFORCEModel method) initialize_train_idx() (tension.base.FORCEModel method) (tension.models.FullFORCEModel method) initialize_voltage() (tension.spiking.Izhikevich method) (tension.spiking.LIF method) (tension.spiking.SpikingNN method) (tension.spiking.Theta method) Izhikevich (class in tension.spiking)

L

LIF (class in tension.spiking)

N

NoFeedbackESN (class in tension.models)

O

OptimizedFORCEModel (class in tension.models)

OptimizedSpikingNN (class in tension.spiking)

P

predict() (tension.base.FORCEModel method) pseudogradient_P() (tension.base.FORCEModel method) pseudogradient_P_Gx() (tension.base.FORCEModel method) (tension.models.OptimizedFORCEModel method)

pseudogradient_wO() (tension.base.FORCEModel method) pseudogradient_wR() (tension.base.FORCEModel method) (tension.constrained.BioFORCEModel method) (tension.models.OptimizedFORCEModel method) pseudogradient_wR_task() (tension.models.FullFORCEModel method)

S

SpikingNN (class in tension.spiking)

SpikingNNModel (class in tension.spiking) state_size (tension.spiking.SpikingNN property)

T

Theta (class in tension.spiking)

train_step() (tension.base.FORCEModel method)

U

update_firing_rate() (tension.spiking.OptimizedSpikingNN method) (tension.spiking.SpikingNN method) update_output_kernel() (tension.base.FORCEModel method) update_recurrent_kernel() (tension.base.FORCEModel method) (tension.models.FullFORCEModel method)

update_voltage() (tension.spiking.Izhikevich method) (tension.spiking.LIF method) (tension.spiking.SpikingNN method) (tension.spiking.Theta method)