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Benjamin Cumming

3 papers hereh-index 8350 citations14 works total

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

author position
  • middle author3

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

fields
  • cs.DC1
  • cs.LG1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedArbor -- a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures

95 citations · 115 across the 3 of their papers we have counts for

collaborators

3 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…

cs.DC2014★ 17 cited

First Experiences With Validating and Using the Cray Power Management Database Tool

Gilles Fourestey, Ben Cumming, Ladina Gilly +1

In October 2013 CSCS installed the first hybrid Cray XC-30 system, dubbed Piz Daint. This system features the power management database (PMDB), that was recently introduced by Cray…

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