68 citations · 211 across the 8 of their papers we have counts for
Showing 2022Show all
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q-bio.NC2022★ 24 cited
Single-phase deep learning in cortico-cortical networks
Will Greedy, Heng Wei Zhu, Joseph Pemberton +2
The error-backpropagation (backprop) algorithm remains the most common solution to the credit assignment problem in artificial neural networks. In neuroscience, it is unclear wheth…
cs.LG2022★ 6 cited
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
Milton L. Montero, Jeffrey S. Bowers, Rui Ponte Costa +2
Recent research has shown that generative models with highly disentangled representations fail to generalise to unseen combination of generative factor values. These findings contr…