English

Fundamental Law of Memory Recall

Neurons and Cognition 2020-05-01 v2

Abstract

Free recall of random lists of words is a standard paradigm used to probe human memory. We proposed an associative search process that can be reduced to a deterministic walk on random graphs defined by the structure of memory representations. This model makes a parameter-free prediction for the average number of memory items recalled (RCRC) out of MM items in memory: R=3πM/2R = \sqrt{3\pi M/2}. This prediction was verified in a large-scale crowd-sourced free recall and recognition experiment. We uncovered a novel law of memory recall, indicating that recall operates according to a stereotyped search process common to all people.

Keywords

Cite

@article{arxiv.1905.02403,
  title  = {Fundamental Law of Memory Recall},
  author = {Michelangelo Naim and Mikhail Katkov and Sandro Romani and Misha Tsodyks},
  journal= {arXiv preprint arXiv:1905.02403},
  year   = {2020}
}

Comments

9 pages, 2 figures in the main text, 6 pages and 2 figure in supplementary material