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researcher

M. Margala

5 papers hereh-index 241.9k citations251 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.NE2
  • cs.AR1

identity via Semantic Scholar / OpenAlex

activity
20152020
most citedSparkCL: A Unified Programming Framework for Accelerators on Heterogeneous Clusters

26 citations · 28 across the 2 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2020

AutoML for Multilayer Perceptron and FPGA Co-design

Philip Colangelo, Oren Segal, Alex Speicher +1

State-of-the-art Neural Network Architectures (NNAs) are challenging to design and implement efficiently in hardware. In the past couple of years, this has led to an explosion in r…

cs.NE2019★ 2 cited

Evolutionary Cell Aided Design for Neural Network Architectures

Philip Colangelo, Oren Segal, Alexander Speicher +1

Mathematical theory shows us that multilayer feedforward Artificial Neural Networks(ANNs) are universal function approximators, capable of approximating any measurable function to…

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