DelayPairedAssociation-v0

class neurogym.envs.delaypairedassociation.DelayPairedAssociation(dt=100, rewards=None, timing=None, sigma=1.0)[source]

Delayed paired-association task.

The agent is shown a pair of two stimuli separated by a delay period. For half of the stimuli-pairs shown, the agent should choose the Go response. The agent is rewarded if it chose the Go response correctly.

Reference paper

Active information maintenance in working memory by a sensory cortex

Tags

perceptual, working memory, go-no-go, supervised

Supervised learning and analysis of this task

[Open in colab] [Jupyter notebook Source]

Reinforcement learning and analysis of this task

[Open in colab] [Jupyter notebook Source]

Sample run
../_images/DelayPairedAssociation-v0_examplerun.png