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--- list_of_models [2021/12/11 10:42] – created n.arakawa
+++ list_of_models [2021/12/11 11:46] (current) – [General Cortical Models] n.arakawa
@@ Line 1: / Line 1: @@
-  * Prefrontal Cortex
+======  List of Models  ======
-  * Cortex-Basal Ganglia-Thalamic Loop
-  * Hippocampal Formation
+===  Legend  ===
-    * Location coding
+  * Author's name(s)(* if done around WBAI): model name with a link (year), implementation link, [[brain_reference_architecture|BRA]]
-    * Replay
-    * Consolidation
+====  Cortex-Basal Ganglia-Thalamic Loop ====
-  * Visual Cortex
+  * Bogacz, R. et al.: [[https://direct.mit.edu/neco/article-abstract/19/2/442/7152/The-Basal-Ganglia-and-Cortex-Implement-Optimal?redirectedFrom=fulltext|The Basal Ganglia and Cortex Implement Optimal Decision Making Between Alternative Actions]] (2007),,
+  * Dunovan, K. et al.: [[https://www.frontiersin.org/articles/10.3389/fnins.2016.00106/full|Believer-Skeptic Meets Actor-Critic: Rethinking the Role of Basal Ganglia Pathways during Decision-Making and Reinforcement Learning]] (2016),,
+  * Arakawa*: [[https://rondelionai.blogspot.com/2021/12/a-minimal-cortex-basal-ganglia.html|A Minimal Cortex-Basal Ganglia Architecture]] (2021), [[https://github.com/rondelion/MinimalCtxBGA|GitHub]],
+====  Prefrontal Cortex ====
+=== Working Memory ===
+  * O'Reilly & Frank: [[http://psych.colorado.edu/~oreilly/papers/OReillyFrank06_pbwm.pdf|Prefrontal cortex basal ganglia working memory]] (PBWM) (2006),,
+====  Hippocampal Formation ====
+=== Location coding ===
+  * Taniguchi et al*: [[https://arxiv.org/abs/2103.07356|Hippocampal formation-inspired probabilistic generative model]] (2021),, [[https://docs.google.com/spreadsheets/d/1xf5tIj2qzHh9a52a2p9K5b8ggra825bvBdXKhghF2W4/edit#gid=0|HPF.bra]]
+=== Replay ===
+=== Episodic Memory ===
+  * Sun et al.: [[https://www.biorxiv.org/content/10.1101/2021.10.13.463791v1.full|Generalization-optimized complementary learning systems]] (Go-CLS) (2021),,
+  * Kowadlo et al.*: [[https://arxiv.org/abs/1909.10340|Artificial Hippocampal Algorithm]] (AHA) (2019),,
+====  General Cortical Models ====
+  * Gordon et al.*: [[https://arxiv.org/abs/1912.01116|Boosted Recurrent Sparse Memory]] (bRSM) (2019), [[https://github.com/numenta/nupic.research/tree/master/projects/rsm|GitHub]],