30 citations · 63 across the 10 of their papers we have counts for
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q-bio.NC2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
Ran Liu, Mehdi Azabou, Max Dabagia +2
Complex time-varying systems are often studied by abstracting away from the dynamics of individual components to build a model of the population-level dynamics from the start. Howe…
q-bio.NC2022★ 7 cited
Comparing high-dimensional neural recordings by aligning their low-dimensional latent representations
Max Dabagia, Konrad P Kording, Eva L Dyer
Many questions in neuroscience involve understanding of the responses of large populations of neurons. However, when dealing with large-scale neural activity, interpretation become…