What learning systems do intelligent agents need? Complementary learning systems theory updated

D Kumaran, D Hassabis, JL McClelland - Trends in cognitive sciences, 2016 - cell.com
We update complementary learning systems (CLS) theory, which holds that intelligent
agents must possess two learning systems, instantiated in mammalians in neocortex and …

Operation and plasticity of hippocampal CA3 circuits: implications for memory encoding

N Rebola, M Carta, C Mulle - Nature Reviews Neuroscience, 2017 - nature.com
The CA3 region of the hippocampus is important for rapid encoding of memory.
Computational theories have proposed specific roles in hippocampal function and memory …

[HTML][HTML] A theory of hippocampal function: new developments

ET Rolls, A Treves - Progress in Neurobiology, 2024 - Elsevier
We develop further here the only quantitative theory of the storage of information in the
hippocampal episodic memory system and its recall back to the neocortex. The theory is …

The why, what, where, when and how of goal-directed choice: neuronal and computational principles

PFMJ Verschure, CMA Pennartz… - … Transactions of the …, 2014 - royalsocietypublishing.org
The central problems that goal-directed animals must solve are:'What do I need and Why,
Where and When can this be obtained, and How do I get it?'or the H4W problem. Here, we …

A novel pyramidal cell type promotes sharp-wave synchronization in the hippocampus

DL Hunt, D Linaro, B Si, S Romani, N Spruston - Nature neuroscience, 2018 - nature.com
To support cognitive function, the CA3 region of the hippocampus performs computations
involving attractor dynamics. Understanding how cellular and ensemble activities of CA3 …

Grid cells and place cells: an integrated view of their navigational and memory function

H Sanders, C Rennó-Costa, M Idiart, J Lisman - Trends in neurosciences, 2015 - cell.com
Much has been learned about the hippocampal/entorhinal system, but an overview of how
its parts work in an integrated way is lacking. One question regards the function of entorhinal …

A theory of the neural mechanisms underlying negative cognitive bias in major depression

Y Jiang - Frontiers in Psychiatry, 2024 - frontiersin.org
The widely acknowledged cognitive theory of depression, developed by Aaron Beck,
focused on biased information processing that emphasizes the negative aspects of affective …

The challenge of understanding the brain: where we stand in 2015

J Lisman - Neuron, 2015 - cell.com
Starting with the work of Cajal more than 100 years ago, neuroscience has sought to
understand how the cells of the brain give rise to cognitive functions. How far has …

When shared concept cells support associations: Theory of overlap** memory engrams

C Gastaldi, T Schwalger, E De Falco… - PLOS Computational …, 2021 - journals.plos.org
Assemblies of neurons, called concepts cells, encode acquired concepts in human Medial
Temporal Lobe. Those concept cells that are shared between two assemblies have been …

Hippocampal pattern separation of emotional information determining risk or resilience in individuals exposed to childhood trauma: Linking exposure to …

A Lecei, R van Winkel - Neuroscience & Biobehavioral Reviews, 2020 - Elsevier
Childhood adversity increases the risk of develo** psychiatric symptoms later in life.
However, the neurobiological mechanisms underlying this association are unknown. This …