Table of Contents
List of Models
Cortex-Basal Ganglia-Thalamic Loop
Prefrontal Cortex
Hippocampal Formation
General Cortical Models
List of Models
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
Episodic Memory
Sun et al.:
Generalization-optimized complementary learning systems
(Go-CLS) (2021),,
Kowadlo et al.*:
Artificial Hippocampal Algorithm
(AHA) (2019),,
General Cortical Models
Gordon et al.*:
Boosted Recurrent Sparse Memory
(bRSM) (2019),
GitHub
,