Efficient learning free recall dataset

[jeremymanning]

Dataset

Free recall data from a bunch of different free recall variants. Download link.

Things to do

• Bayesian version of TCM, like this one

• Maybe add a multiple timescales component?

• Predict:

  • Which words are recalled overall
  • Clustering (memory fingerprints)
  • Individual recalls
  • Thought trajectories

• could also model this dataset-- Howard, M. W. and Kahana, M. J. (1999). Contextual variability and serial position effects in free recall. Journal of Experimental Psychology: Learning, Memory, and Cognition, 25(4), 923–941.

[jeremymanning]

Could also model multi-list data, e.g. this dataset (Lohnas, L. J., Polyn, S. M., and Kahana, M. (2015). Expanding the scope of memory search: Intralist and interlist effects in free recall. Psychological Review, 122(2), 337-363.)

[jeremymanning]

@KirstensGitHub's idea during lab meeting: show a single image and then model recalls unfolding in time (static stimulus, time-varying recall)