hnn_core.law_2021_model(params=None, add_drives_from_params=False, legacy_mode=False)[source]

Instantiate the expansion of Jones 2009 model to study beta modulated ERPs as described in Law et al. Cereb. Cortex 2021 [1]

netInstance of Network object

Network object used to store the model used in Law et al. 2021.

See also



Model reproduces results from Law et al. 2021 This model differs from the default network model in several parameters including 1) Increased GABAb time constants on L2/L5 pyramidal cells 2) Decrease L5_pyramidal -> L5_pyramidal nmda weight 3) Modified L5_basket -> L5_pyramidal inhibition weights 4) Removal of L5 pyramidal somatic and basal dendrite calcium channels 5) Replace L2_basket -> L5_pyramidal GABAa connection with GABAb 6) Addition of L5_basket -> L5_pyramidal distal connection



Law, Robert G., et al. “Thalamocortical Mechanisms Regulating the Relationship between Transient Beta Events and Human Tactile Perception.” Cerebral Cortex, 32, 668–688 (2022).

Examples using hnn_core.law_2021_model