A model of the interaction between mood and memory

Citation
Et. Rolls et Sm. Stringer, A model of the interaction between mood and memory, NETWORK-COM, 12(2), 2001, pp. 89-109
Citations number
33
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
NETWORK-COMPUTATION IN NEURAL SYSTEMS
ISSN journal
0954898X → ACNP
Volume
12
Issue
2
Year of publication
2001
Pages
89 - 109
Database
ISI
SICI code
0954-898X(200105)12:2<89:AMOTIB>2.0.ZU;2-4
Abstract
This paper investigates a neural network model of the interaction between m ood and memory. The model has two attractor networks that represent the inf erior temporal cortex (IT), which stores representations of visual stimuli, and the amygdala, the activity of which reflects the mood state. The two a ttractor networks are coupled by forward and backward projections. The mode l is however generic, and is relevant to understanding the interaction betw een different pairs of modules in the brain, particularly, as is the case w ith moods and memories, when there are fewer states represented in one modu le than in the other. During learning, a large number of patterns are prese nted to the IT, each paired with one of two mood states represented in the amygdala. The recurrent connections within each module, the forward connect ions from the memory module to the amygdala, and the backward connections f rom the amygdala to the memory module, are associatively modified. It is sh own how the mood state in the amygdala can influence which memory patterns are recalled in the memory module. Further, it is shown that if there is an existing mood state in the amygdala, it can be difficult to change it even when a retrieval cue is presented to the memory module that is associated with a different mood state. It is also shown that the backprojections from the amygdala to the memory module must be relatively weak if memory retrie val in the memory module is not to be disrupted. The results are relevant t o understanding the interaction between structures important in mood and em otion (such as the amygdala and orbitofrontal cortex) and other brain areas involved in storing objects and faces (such as the inferior temporal visua l cortex) and memories (such as the hippocampus).