Can Cebra be used for neuron clustering like tsne instead of neuron dynamic analysis？ #162
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Answered by
MMathisLab
Jul 24, 2024
Replies: 1 comment 3 replies
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Yes... we benchmark against it in our paper. |
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3 replies
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However, after dimensionality reduction, the data usually forms a circular distribution, which is not conducive to clustering. |
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well, no it's highly dependent on the data and what you are using as auxiliary variables; ie see Figure 2: if you use only a discrete label (direction), you get discrete clusters: |
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Answer selected by
MMathisLab
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Then, if I use cebra for unsupervised clustering, can't I obtain discrete clusters? |
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well, no it's highly dependent on the data and what you are using as auxiliary variables; ie see Figure 2:
if you use only a discrete label (direction), you get discrete clusters: