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06/06/2023
Computation with Sequences in the Brain
Even as machine learning exceeds human-level performance on many applica...
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06/10/2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
Complex time-varying systems are often studied by abstracting away from ...
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11/03/2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity
Meaningful and simplified representations of neural activity can yield i...
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10/07/2021
Assemblies of neurons can learn to classify well-separated distributions
Assemblies are patterns of coordinated firing across large populations o...
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02/19/2021
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
State-of-the-art methods for self-supervised learning (SSL) build repres...
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06/27/2019