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Matthew X. Burns

8 papers hereh-index 213 citations10 works total

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

author position
  • first author6
  • middle author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC3
  • cs.ET2
  • cs.LG1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedGeneral Oscillator-Based Ising Machine Models with Phase-Amplitude Dynamics and Polynomial Interactions

4 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing cs.ETShow all

2 papers · 1 filter

cs.ET2025★ 4 cited

General Oscillator-Based Ising Machine Models with Phase-Amplitude Dynamics and Polynomial Interactions

Lianlong Sun, Matthew X. Burns, Michael C. Huang

We present an oscillator model with both phase and amplitude dynamics for oscillator-based Ising machines (OIMs). The model targets combinatorial optimization problems with polynom…

cs.ET2025

Limitations in Parallel Ising Machine Networks: Theory and Practice

Matthew X. Burns, Michael C. Huang

Analog Ising machines (IMs) occupy an increasingly prominent area of computer architecture research, offering high-quality and low latency/energy solutions to intractable computing…

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