17 citations · 38 across the 7 of their papers we have counts for
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cs.LG2022★ 1 cited
Neural Networks as Paths through the Space of Representations
Richard D. Lange, Devin Kwok, Jordan Matelsky +3
Deep neural networks implement a sequence of layer-by-layer operations that are each relatively easy to understand, but the resulting overall computation is generally difficult to…
cs.LG2022★ 4 cited
Clustering units in neural networks: upstream vs downstream information
Richard D. Lange, David S. Rolnick, Konrad P. Kording
It has been hypothesized that some form of "modular" structure in artificial neural networks should be useful for learning, compositionality, and generalization. However, defining…