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researcher

I. Jones

3 papers hereh-index 490 citations6 works total

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

author position
  • first author2
  • middle author1

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

fields
  • q-bio.NC2
  • cs.LG1
same name
  • I. Jones — 6 papers, h 23
  • I. Jones — 1 paper, h 2
  • I. Jones — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedCan Single Neurons Solve MNIST? The Computational Power of Biological Dendritic Trees

12 citations · 12 across the 1 of their papers we have counts for

collaborators

3 papers

q-bio.NC2021

Do biological constraints impair dendritic computation?

Ilenna Simone Jones, Konrad Paul Kording

Computations on the dendritic trees of neurons have important constraints. Voltage dependent conductances in dendrites are not similar to arbitrary direct-current generation, they…

q-bio.NC2020★ 12 cited

Can Single Neurons Solve MNIST? The Computational Power of Biological Dendritic Trees

Ilenna Simone Jones, Konrad Paul Kording

Physiological experiments have highlighted how the dendrites of biological neurons can nonlinearly process distributed synaptic inputs. This is in stark contrast to units in artifi…

cs.LG2019

On functions computed on trees

Roozbeh Farhoodi, Khashayar Filom, Ilenna Simone Jones +1

Any function can be constructed using a hierarchy of simpler functions through compositions. Such a hierarchy can be characterized by a binary rooted tree. Each node of this tree i…

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