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researcher

Denis Melanson

9 papers hereh-index 591 citations9 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.ET6
  • cond-mat.stat-mech1
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedThermodynamic Computing System for AI Applications

4 citations · 10 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.ET2023★ 4 cited

Thermodynamic Computing System for AI Applications

Denis Melanson, Mohammad Abu Khater, Maxwell Aifer +7

Recent breakthroughs in artificial intelligence (AI) algorithms have highlighted the need for novel computing hardware in order to truly unlock the potential for AI. Physics-based…

cs.ET2023

Thermodynamic AI and the fluctuation frontier

Patrick J. Coles, Collin Szczepanski, Denis Melanson +3

Many Artificial Intelligence (AI) algorithms are inspired by physics and employ stochastic fluctuations. We connect these physics-inspired AI algorithms by unifying them under a si…

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