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researcher

Joe Pemberton

3 papers hereh-index 5137 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.NC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedSingle-phase deep learning in cortico-cortical networks

24 citations · 27 across the 3 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

BP(λ): Online Learning via Synthetic Gradients

Joseph Pemberton, Rui Ponte Costa

Training recurrent neural networks typically relies on backpropagation through time (BPTT). BPTT depends on forward and backward passes to be completed, rendering the network locke…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.