Jiawen Huang
huangjiawen.bsky.social
Jiawen Huang
@huangjiawen.bsky.social
PhD student at Columbia w/ Chris Baldassano
I study memory & prediction with fMRI, eye-tracking, and games
Overall, these results highlight the importance of conjunctive representation as a “glue” in successfully binding novel items to schematic scaffolds.
January 27, 2025 at 4:51 PM
We found that over the course of the training, story deviation increased and that the amount of neural conjunctive representation in DMN also tracked the amount of semantic conjunctive representation.
January 27, 2025 at 4:51 PM
We also used a language model to compute how similar the story people came up with is from just the locus-item pair (“story deviation”), where higher story deviation means people added more novel details to the locus-item pair - a measure of semantic conjunctive representation.
January 27, 2025 at 4:51 PM
In these DMN regions, the amount of neural conjunctive representation increased as participants gained more experience over the course of training.
January 27, 2025 at 4:51 PM
We found that the conjunctive part of encoding representation is robustly and consistently reinstated during retrieval throughout the neocortex, especially in the DMN regions, much more than the locus- and item- alone representations.
January 27, 2025 at 4:51 PM
We looked at the conjunctive part of the encoding representation that is not explained by a linear combination of locus and item representation (“encoding residual”), and used it (along with the locus- and item- alone representations) to predict retrieval representation.
January 27, 2025 at 4:51 PM
We scanned participants three times through the course of the training, and we measured the neural representations of the items and the loci individually, and their combined representations during memory encoding and retrieval.
January 27, 2025 at 4:51 PM
This strategy for forming strong memories involves pre-learning an imagined path through a sequence of anchors (loci) and then creating a meaningful association between each word in a list and a corresponding anchor.
January 27, 2025 at 4:51 PM
but the neural mechanism of how novel items are combined with familiar context remains relatively unexplored. Here, we present a new experimental and analytic paradigm for studying this process of item-context binding, by training participants on the Method of Loci (MoL) over a course of 4 weeks.
January 27, 2025 at 4:51 PM
In daily life, we can draw on schemas, or structured prior knowledge, to provide a scaffold for remembering a novel event. Decades of behavioral and neuroimaging work on how contexts help memory highlighted the importance of creating meaningful connection between the novel items and the context.
January 27, 2025 at 4:51 PM