Extended Data Fig. 8: Long-term dynamics reveal transient coding. | Nature Methods

Extended Data Fig. 8: Long-term dynamics reveal transient coding.

From: Jaxley: differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics

Extended Data Fig. 8

Long-term dynamics of the network from Fig. 4 trained to perform the delayed-match-to-sample task. The figure shows the dynamics of the full state of the model (including ion concentrations), projected into principal component space, after briefly presenting either stimulus. We first smoothed each dynamic variable with a Hann window of 40 ms, and normalised, before computing the principal components.

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