Associating Latent Representations With Cognitive Maps via Hyperspherical Space for Neural Population Spikes

Recently, there has been a focus on drawing progress on representation learning to obtain more identifiable and interpretable latent representations for spike trains, which helps analyze neural population activity and understand neural mechanisms. Most existing deep generative models adopt carefully...

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Main Authors: Yicong Huang (Author), Zhu Liang Yu (Author)
Format: Book
Published: IEEE, 2022-01-01T00:00:00Z.
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