list_of_models [WBA en]

list_of_models

This is an old revision of the document!

Table of Contents

Cortex-Basal Ganglia-Thalamic Loop
Prefrontal Cortex
Hippocampal Formation
Sensory Cortex

Legend

Author's name(s)(* if done around WBAI), model name with a link (year), implementation link, BRA

Cortex-Basal Ganglia-Thalamic Loop

Bogacz, R. et al. The Basal Ganglia and Cortex Implement Optimal Decision Making Between Alternative Actions (2007),,
Dunovan, K. et al. Believer-Skeptic Meets Actor-Critic: Rethinking the Role of Basal Ganglia Pathways during Decision-Making and Reinforcement Learning (2016),,
Arakawa A Minimal Cortex-Basal Ganglia Architecture (2021), GitHub,

Prefrontal Cortex

Working Memory

O'Reilly & Frank, Prefrontal cortex basal ganglia working memory (PBWM) (2006),,

Hippocampal Formation

Location coding

Taniguchi et al*, Hippocampal formation-inspired probabilistic generative model (2021),, HPF.bra

Replay

Consolidation

Sun et al. Generalization-optimized complementary learning systems (Go-CLS) (2021),,

Sensory Cortex

list_of_models.1639189599.txt.gz · Last modified: 2021/12/11 11:26 by n.arakawa