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researcher

David G. Clark

2 papers hereh-index 5163 citations9 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.NE1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

most citedCredit Assignment Through Broadcasting a Global Error Vector

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

q-bio.NC2021★ 3 cited

Credit Assignment Through Broadcasting a Global Error Vector

David G. Clark, L. F. Abbott, SueYeon Chung

Backpropagation (BP) uses detailed, unit-specific feedback to train deep neural networks (DNNs) with remarkable success. That biological neural circuits appear to perform credit as…

cs.NE2018

Spiking Linear Dynamical Systems on Neuromorphic Hardware for Low-Power Brain-Machine Interfaces

David G. Clark, Jesse A. Livezey, Edward F. Chang +1

Neuromorphic architectures achieve low-power operation by using many simple spiking neurons in lieu of traditional hardware. Here, we develop methods for precise linear computation…

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