Varying the Learning parameters.

<p>(A) Logged mean error for the final rotation for all simulations across rotation only natural scenes, for combinations of parameters learning rate (<i>η</i>) and <i>ρ</i> (see <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1011913#sec002" target="_blank">Methods</a> for learning rule). Parameters <i>η</i> = 0.01 and <i>ρ</i> = 0.06 were selected from the dark blue region of low error (white star). Colourbar indicates logged mean error over all natural scenes in degrees. (B) Average error across all natural scenes when learning remains on or turned off during the probe trial (T-test p = 0.001). (C) Percentage of weights changed over multiple revolutions of learning for Angular Velocity = 60 deg/s, <i>η</i> = 0.01 and <i>ρ</i> = 0.06. (D) Developments in the weight space over 10 revolutions. After 5 revolutions the weight space is fully developed and very few changes occur.</p> <p>(PDF)</p>

Publication Details

Journal
Figshare
Published
2024-08-15
DOI
https://doi.org/10.1371/journal.pcbi.1011913.s003
Primary Topic
Morphological variations and asymmetry
Type
article
Field-Weighted Citation Impact
0.00
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article

Varying the Learning parameters.

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Morphological variations and asymmetry
article

Varying the Learning parameters.

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Abstract

<p>(A) Logged mean error for the final rotation for all simulations across rotation only natural scenes, for combinations of parameters learning rate (<i>η</i>) and <i>ρ</i> (see <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1011913#sec002" target="_blank">Methods</a> for learning rule). Parameters <i>η</i> = 0.01 and <i>ρ</i> = 0.06 were selected from the dark blue region of low error (white star). Colourbar indicates logged mean error over all natural scenes in degrees. (B) Average error across all natural scenes when learning remains on or turned off during the probe trial (T-test p = 0.001). (C) Percentage of weights changed over multiple revolutions of learning for Angular Velocity = 60 deg/s, <i>η</i> = 0.01 and <i>ρ</i> = 0.06. (D) Developments in the weight space over 10 revolutions. After 5 revolutions the weight space is fully developed and very few changes occur.</p> <p>(PDF)</p>

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Morphological variations and asymmetry
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