Extracting and visualizing hidden activations and computational graphs of PyTorch models with TorchLens

Abstract Deep neural network models (DNNs) are essential to modern AI and provide powerful models of information processing in biological neural networks. Researchers in both neuroscience and engineering are pursuing a better understanding of the internal representations and operations that undergir...

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Bibliographic Details
Main Authors: JohnMark Taylor, Nikolaus Kriegeskorte
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-40807-0