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researcher

Matthew F. Singh

2 papers hereh-index 8220 citations24 works total

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

author position
  • first author1
  • middle author1

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

fields
  • eess.SY1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

most citedOn the role of theory and modeling in neuroscience

97 citations · 97 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SY2021

Efficient state and parameter estimation for high-dimensional nonlinear system identification with application to MEG brain network modeling

Matthew F. Singh, Chong Wang, Michael W. Cole +1

System identification poses a significant bottleneck to characterizing and controlling complex systems. This challenge is greatest when both the system states and parameters are no…

q-bio.NC2020★ 97 cited

On the role of theory and modeling in neuroscience

Daniel Levenstein, Veronica A. Alvarez, Asohan Amarasingham +17

In recent years, the field of neuroscience has gone through rapid experimental advances and a significant increase in the use of quantitative and computational methods. This growth…

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