Replicating the Neural Mechanisms of Working Memory in the Prefrontal Cortex using Machine Learning
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Abstract
Working Memory (WM) is the nervous system function for
storing small amounts of information for executing cognitive
tasks and mental processing. Numerous experiments have
yielded a deeper understanding of how WM manifests in shortterm scenarios. An example of such experiments is the Delayed
Match to Sample (DMS) task observed below (Figure 1.) [1]. The
DMS task is an experiment focused on studying visual working
memory, attention, and working memory capacity.