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06/07/2023
SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States
Interpretable methods for extracting meaningful building blocks (BBs) un...
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12/22/2022
Multi-Lingual DALL-E Storytime
While recent advancements in artificial intelligence (AI) language model...
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06/07/2022
Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
Learning interpretable representations of neural dynamics at a populatio...
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08/07/2019
Visualizing the PHATE of Neural Networks
Understanding why and how certain neural networks outperform others is k...
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02/08/2019
Learning spatially-correlated temporal dictionaries for calcium imaging
Calcium imaging has become a fundamental neural imaging technique, aimin...
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06/01/2018
Interpreting Deep Learning: The Machine Learning Rorschach Test?
Theoretical understanding of deep learning is one of the most important ...
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07/01/2013
Short Term Memory Capacity in Networks via the Restricted Isometry Property
Cortical networks are hypothesized to rely on transient network activity...
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11/17/2011