File:Relationship between electrophysiological activity and average rally length of DishBrain playing Pong.jpg

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From the study "In vitro neurons learn and exhibit sentience when embodied in a simulated game-world"

Summary

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Description
English: "302 gameplay sessions were analyzed after filtering outliers (Z score > ±3.29) from rallies with n = 30 biological replicates.

(A) The mean spontaneous activity (Hz) over all electrodes showed a significant positive correlation with average rally length. (B–D) Similarly, the max spontaneous firing (Hz) also showed a significant positive correlation with average rally length. In line with this, the average cross correlation between the sensory region and both motor region 1 (C) and motor region 2 (D) had a significant positive correlation with average rally length. (E) The DCT scores of four different basis functions were calculated to quantify asymmetry in spontaneous activity. DCT scores were normalized to mean activity. The scale bar shows the value assigned to activity in the given area, where each DCT basis function quantifies a different type of asymmetry per pixel from −0.010 to 0.010. (F–H) Displays the significant negative correlation between DCT 0,1 and average rally length, showing that asymmetry on the horizontal axis is related to poorer performance. There was no significant relationship between DCT 0,2 (G), which measured asymmetry on the horizontal extremes compared with the center, or DCT 1,0 (H), which measured asymmetry on the vertical axis.

(I–M) DCT 2,0 function displayed a significant negative correlation with average rally length, suggesting that asymmetry on the vertical edges compared with the middle was linked to poorer gameplay performance. In line with this, (J) displays the calculated deviation from symmetry in activity between motor regions during gameplay and finds a significant negative association, where greater asymmetry was linked to lower average rally lengths. Similarly, during gameplay the activity in the sensory (K), motor region 1 (L), and motor region 2 (M) all showed significant positive correlations with average rally length."
Date
Source https://www.cell.com/neuron/fulltext/S0896-6273(22)00806-6
Author

Authors of the study: Brett J. Kagan Andy C. Kitchen Nhi T. Tran Forough Habibollahi Moein Khajehnejad Bradyn J. Parker Anjali Bhat Ben Rollo Adeel Razi

Karl J. Friston

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current20:38, 3 April 2023Thumbnail for version as of 20:38, 3 April 20233,366 × 3,147 (1.76 MB)Prototyperspective (talk | contribs)Uploaded a work by Authors of the study: Brett J. Kagan Andy C. Kitchen Nhi T. Tran Forough Habibollahi Moein Khajehnejad Bradyn J. Parker Anjali Bhat Ben Rollo Adeel Razi Karl J. Friston from https://www.cell.com/neuron/fulltext/S0896-6273(22)00806-6 with UploadWizard

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