Index

A

accuracy_function() (psychrnn.tasks.delayed_discrim.DelayedDiscrimination method) (psychrnn.tasks.match_to_category.MatchToCategory method) (psychrnn.tasks.perceptual_discrimination.PerceptualDiscrimination method) (psychrnn.tasks.task.Task method)

AlphaIdentity (class in psychrnn.backend.initializations)

B

balance_dale_ratio() (psychrnn.backend.initializations.WeightInitializer method) Basic (class in psychrnn.backend.models.basic) BasicScan (class in psychrnn.backend.models.basic) BasicSimulator (class in psychrnn.backend.simulation)

batch_generator() (psychrnn.backend.curriculum.Curriculum method) (psychrnn.tasks.task.Task method) binary_cross_entropy() (psychrnn.backend.loss_functions.LossFunction method) build() (psychrnn.backend.rnn.RNN method)

C

const_gauss_init() (psychrnn.backend.initializations.WeightInitializer method)

const_unif_init() (psychrnn.backend.initializations.WeightInitializer method) Curriculum (class in psychrnn.backend.curriculum)

D

default_metric() (in module psychrnn.backend.curriculum)

DelayedDiscrimination (class in psychrnn.tasks.delayed_discrim) destruct() (psychrnn.backend.rnn.RNN method)

F

forward_pass() (psychrnn.backend.models.basic.Basic method) (psychrnn.backend.models.basic.BasicScan method) (psychrnn.backend.models.lstm.LSTM method) (psychrnn.backend.rnn.RNN method)

G

GaussianSpectralRadius (class in psychrnn.backend.initializations) generate_trial() (psychrnn.tasks.task.Task method) generate_trial_params() (psychrnn.tasks.delayed_discrim.DelayedDiscrimination method) (psychrnn.tasks.match_to_category.MatchToCategory method) (psychrnn.tasks.perceptual_discrimination.PerceptualDiscrimination method) (psychrnn.tasks.task.Task method) get() (psychrnn.backend.initializations.WeightInitializer method) get_dale_ratio() (psychrnn.backend.initializations.WeightInitializer method) get_effective_W_in() (psychrnn.backend.rnn.RNN method)

get_effective_W_out() (psychrnn.backend.rnn.RNN method) get_effective_W_rec() (psychrnn.backend.rnn.RNN method) get_generator_function() (psychrnn.backend.curriculum.Curriculum method) get_rand_init_func() (psychrnn.backend.initializations.WeightInitializer method) get_task_params() (psychrnn.tasks.task.Task method) get_transfer_function() (psychrnn.backend.initializations.WeightInitializer method) get_trial_batch() (psychrnn.tasks.task.Task method) get_weights() (psychrnn.backend.rnn.RNN method) glorot_gauss_init() (psychrnn.backend.initializations.WeightInitializer method) glorot_unif_init() (psychrnn.backend.initializations.WeightInitializer method)

I

initializations (psychrnn.backend.initializations.WeightInitializer attribute)

L

L1_weight_reg() (psychrnn.backend.regularizations.Regularizer method) L2_firing_rate_reg() (psychrnn.backend.regularizations.Regularizer method) L2_weight_reg() (psychrnn.backend.regularizations.Regularizer method)

LossFunction (class in psychrnn.backend.loss_functions) LSTM (class in psychrnn.backend.models.lstm) LSTMSimulator (class in psychrnn.backend.simulation)

M

MatchToCategory (class in psychrnn.tasks.match_to_category) mean_squared_error() (psychrnn.backend.loss_functions.LossFunction method) metric_test() (psychrnn.backend.curriculum.Curriculum method) module psychrnn.backend.curriculum psychrnn.backend.initializations psychrnn.backend.loss_functions psychrnn.backend.models.basic psychrnn.backend.models.lstm psychrnn.backend.regularizations psychrnn.backend.rnn psychrnn.backend.simulation psychrnn.tasks.delayed_discrim psychrnn.tasks.match_to_category psychrnn.tasks.perceptual_discrimination psychrnn.tasks.task

O

output_timestep() (psychrnn.backend.models.basic.Basic method) (psychrnn.backend.models.basic.BasicScan method) (psychrnn.backend.models.lstm.LSTM method)

P

PerceptualDiscrimination (class in psychrnn.tasks.perceptual_discrimination) psychrnn.backend.curriculum module psychrnn.backend.initializations module psychrnn.backend.loss_functions module psychrnn.backend.models.basic module psychrnn.backend.models.lstm module psychrnn.backend.regularizations module

psychrnn.backend.rnn module psychrnn.backend.simulation module psychrnn.tasks.delayed_discrim module psychrnn.tasks.match_to_category module psychrnn.tasks.perceptual_discrimination module psychrnn.tasks.task module

R

recurrent_timestep() (psychrnn.backend.models.basic.Basic method) (psychrnn.backend.models.basic.BasicScan method) (psychrnn.backend.models.lstm.LSTM method) Regularizer (class in psychrnn.backend.regularizations) relu() (in module psychrnn.backend.simulation) RNN (class in psychrnn.backend.rnn)

rnn_step() (psychrnn.backend.simulation.BasicSimulator method) (psychrnn.backend.simulation.LSTMSimulator method) (psychrnn.backend.simulation.Simulator method) run_trials() (psychrnn.backend.simulation.BasicSimulator method) (psychrnn.backend.simulation.LSTMSimulator method) (psychrnn.backend.simulation.Simulator method)

S

save() (psychrnn.backend.initializations.WeightInitializer method) (psychrnn.backend.rnn.RNN method) set_model_loss() (psychrnn.backend.loss_functions.LossFunction method)

set_model_regularization() (psychrnn.backend.regularizations.Regularizer method) sigmoid() (in module psychrnn.backend.simulation) Simulator (class in psychrnn.backend.simulation)

T

Task (class in psychrnn.tasks.task) test() (psychrnn.backend.rnn.RNN method) train() (psychrnn.backend.rnn.RNN method) train_curric() (psychrnn.backend.rnn.RNN method)

trial_function() (psychrnn.tasks.delayed_discrim.DelayedDiscrimination method) (psychrnn.tasks.match_to_category.MatchToCategory method) (psychrnn.tasks.perceptual_discrimination.PerceptualDiscrimination method) (psychrnn.tasks.task.Task method)

W

WeightInitializer (class in psychrnn.backend.initializations)