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researcher

Benjamin Cumming

2 papers here

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

author position
  • middle author2

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

fields
  • cs.LG1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

most citedArbor -- a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures

95 citations · 98 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 3 cited

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems

Steven Farrell, Murali Emani, Jacob Balma +40

Scientific communities are increasingly adopting machine learning and deep learning models in their applications to accelerate scientific insights. High performance computing syste…

q-bio.NC2019★ 95 cited

Arbor -- a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures

Nora Abi Akar, Ben Cumming, Vasileios Karakasis +4

We introduce Arbor, a performance portable library for simulation of large networks of multi-compartment neurons on HPC systems. Arbor is open source software, developed under the…

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