135 citations · 135 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Who Does What in Deep Learning? Multidimensional Game-Theoretic Attribution of Function of Neural Units
Shrey Dixit, Kayson Fakhar, Fatemeh Hadaeghi +3
Neural networks now generate text, images, and speech with billions of parameters, producing a need to know how each neural unit contributes to these high-dimensional outputs. Exis…
q-bio.NC2010★ 135 cited
Optimal hierarchical modular topologies for producing limited sustained activation of neural networks
Marcus Kaiser, Claus C. Hilgetag
An essential requirement for the representation of functional patterns in complex neural networks, such as the mammalian cerebral cortex, is the existence of stable regimes of netw…