list_of_models

Table of Contents

List of 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,

list_of_models.txt · Last modified: 2021/12/11 11:46 by n.arakawa