pylissom.models¶

Submodules¶

pylissom.models.models module¶

Extens model_zoo and torchvision.models with some functions that read a config file and output some Lissom Modules, i.e. Lissom, ReducedLissom or LGN maps

pylissom.models.models.get_reduced_lissom(retinal_density='DEFAULT', cortical_density='DEFAULT', rlissom_params='rlissom', optim_params='optim', cfg_path=None)[source]¶

pylissom.models.models.get_lgn(retinal_density='DEFAULT', lgn_density='DEFAULT', on=False, lgn_params='lgn', cfg_path=None)[source]¶

pylissom.models.models.get_lissom(retinal_density='DEFAULT', lgn_density='DEFAULT', cortical_density='DEFAULT', lgn_params='lgn', rlissom_params='rlissom', optim_params='optim', cfg_path=None)[source]¶

pylissom.models.models.get_net(net_input_shape, classes)[source]¶

pylissom.models.models.get_supervised(retinal_density='DEFAULT', lgn_density='DEFAULT', cortical_density='DEFAULT', lgn_params='lgn', rlissom_params='rlissom', optim_params='optim', cfg_path=None, classes=10)[source]¶